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WO2013122233A1 - Système de gestion d'informations d'analyse de mesure d'état de la peau, et procédé de gestion d'informations d'analyse de mesure d'état de la peau - Google Patents

Système de gestion d'informations d'analyse de mesure d'état de la peau, et procédé de gestion d'informations d'analyse de mesure d'état de la peau Download PDF

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Publication number
WO2013122233A1
WO2013122233A1 PCT/JP2013/053763 JP2013053763W WO2013122233A1 WO 2013122233 A1 WO2013122233 A1 WO 2013122233A1 JP 2013053763 W JP2013053763 W JP 2013053763W WO 2013122233 A1 WO2013122233 A1 WO 2013122233A1
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WO
WIPO (PCT)
Prior art keywords
data
user
skin
measurement
search
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Ceased
Application number
PCT/JP2013/053763
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English (en)
Japanese (ja)
Inventor
文恵 楠本
雅志 吉村
坂田　栄二
長野　広信
建志 松岡
健吾 三浦
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Maxell Ltd
Original Assignee
Hitachi Maxell Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Family has litigation
First worldwide family litigation filed litigation Critical https://patents.darts-ip.com/?family=48984342&utm_source=google_patent&utm_medium=platform_link&utm_campaign=public_patent_search&patent=WO2013122233(A1) "Global patent litigation dataset” by Darts-ip is licensed under a Creative Commons Attribution 4.0 International License.
Application filed by Hitachi Maxell Ltd filed Critical Hitachi Maxell Ltd
Priority to JP2013558762A priority Critical patent/JP5871963B2/ja
Priority to EP13748845.8A priority patent/EP2811449B1/fr
Priority to KR1020147018928A priority patent/KR101611330B1/ko
Priority to KR1020167008913A priority patent/KR20160044046A/ko
Priority to US14/379,086 priority patent/US9779167B2/en
Priority to CN201380009764.0A priority patent/CN104115181A/zh
Publication of WO2013122233A1 publication Critical patent/WO2013122233A1/fr
Anticipated expiration legal-status Critical
Priority to US15/597,578 priority patent/US10216697B2/en
Ceased legal-status Critical Current

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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/95—Retrieval from the web
    • G06F16/951—Indexing; Web crawling techniques
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/0002—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
    • A61B5/0015—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by features of the telemetry system
    • A61B5/0022—Monitoring a patient using a global network, e.g. telephone networks, internet
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/0033—Features or image-related aspects of imaging apparatus, e.g. for MRI, optical tomography or impedance tomography apparatus; Arrangements of imaging apparatus in a room
    • A61B5/0036—Features or image-related aspects of imaging apparatus, e.g. for MRI, optical tomography or impedance tomography apparatus; Arrangements of imaging apparatus in a room including treatment, e.g., using an implantable medical device, ablating, ventilating
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/145—Measuring characteristics of blood in vivo, e.g. gas concentration or pH-value ; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid or cerebral tissue
    • A61B5/14532—Measuring characteristics of blood in vivo, e.g. gas concentration or pH-value ; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid or cerebral tissue for measuring glucose, e.g. by tissue impedance measurement
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/44—Detecting, measuring or recording for evaluating the integumentary system, e.g. skin, hair or nails
    • A61B5/441—Skin evaluation, e.g. for skin disorder diagnosis
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/44—Detecting, measuring or recording for evaluating the integumentary system, e.g. skin, hair or nails
    • A61B5/441—Skin evaluation, e.g. for skin disorder diagnosis
    • A61B5/442—Evaluating skin mechanical properties, e.g. elasticity, hardness, texture, wrinkle assessment
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/25—Integrating or interfacing systems involving database management systems
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/06—Buying, selling or leasing transactions
    • G06Q30/0601—Electronic shopping [e-shopping]
    • G06Q30/0631—Recommending goods or services
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/60—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
    • G16H40/63—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for local operation
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/60—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
    • G16H40/67—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for remote operation
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H70/00—ICT specially adapted for the handling or processing of medical references
    • G16H70/20—ICT specially adapted for the handling or processing of medical references relating to practices or guidelines
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/01—Protocols
    • H04L67/10—Protocols in which an application is distributed across nodes in the network
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
    • G01N2021/1765—Method using an image detector and processing of image signal

Definitions

  • the present invention for example, by connecting a skin measuring device to a mobile client (mobile terminal) that can be connected to a network mainly wirelessly such as a smartphone, a mobile phone, a tablet, etc., and sending and receiving data via the network,
  • the present invention relates to a skin condition measurement analysis information management system and a skin condition measurement analysis information management method for performing measurement of skin conditions and analysis of measurement results, and managing measurement result data and analysis result data (measurement data, analysis result data).
  • skin care device care esthetic device
  • skin care device care esthetic device
  • skin care device in order to know the skin condition, take a picture of the skin using a camera for skin and shoot the skin condition. After grasping, it is performed to sell skin care cosmetics, facial cleansing products, and skin care devices corresponding to the skin condition.
  • skin condition measuring device skin condition measuring means: camera for skin
  • skin measuring instruments such as measuring instruments that measure the moisture content of the skin. Is used, and the state of the skin is determined from an enlarged image of the skin, or the state of the skin is determined from the amount of moisture in the skin.
  • a skin condition measuring device as a peripheral device is connected to a portable wireless terminal that can access the Internet via a wireless telephone line such as a mobile phone, a smartphone, or a tablet, or another wireless communication line.
  • a built-in device such as a camera provided in the portable wireless terminal is used as at least a part of the skin condition measuring apparatus.
  • the server of the supplier who analyzes the skin condition from the measurement result using the portable wireless terminal, it is not necessary to go to the cosmetics sales store.
  • Systems that can analyze the state of the skin have been proposed (see, for example, Patent Documents 1 to 5).
  • the server that has received the measurement data automatically analyzes the measurement result, or displays the measurement data and causes the operator to input the analysis result.
  • the user basically needs to purchase a skin condition measuring device such as a skin camera.
  • the user may be charged to analyze the measurement result, and there is a risk that the threshold will be high to know the skin condition regularly.
  • the measurement data and its analysis result can be accumulated.
  • analysis of measurement data may require member registration with the company providing the service. When registering as a member, name, address, phone number, e-mail address, date of birth, gender, etc. You may be asked to enter your personal information or ask for cooperation in a questionnaire.
  • data such as skin measurement results, analysis results, etc.
  • information related to these data such as age, gender, and residential area based on data at the time of member registration and questionnaire data. Accumulated.
  • this data can be analyzed and used for the development of new skin care products, but at present, it is accumulated by having the skin measurement results transmitted. Data is not used effectively.
  • the user can see the relationship between the skin care cosmetics they use and the change in skin condition, I want to know if the skin care products I am currently using are effective in improving my skin condition. In other words, I want to know if the cosmetics I am using now match my skin and if there are more cosmetics that match my skin.
  • skin diagnosis at a cosmetic company store or the like described above can only obtain information on cosmetics that are products of the cosmetic company.
  • information on the skin condition of the user can be obtained at the store using the skin measuring device as described above.
  • customer information for example, personal information such as the customer's address and name, and information on the cosmetics used and other factors that affect the skin through questions and questionnaires to the user by the store clerk. it can.
  • customer information for example, personal information such as the customer's address and name
  • information on the cosmetics used and other factors that affect the skin through questions and questionnaires to the user by the store clerk. it can.
  • data such as the effect on the skin when the company product is used can be obtained.
  • data such as skin conditions of users who purchase cosmetics at stores and mail orders that are not included in the sales system of cosmetic companies, for example. There was a problem that I could't. It was also difficult to obtain information such as the effect on the skin when using products of other companies.
  • cosmetic companies for example, what kind of ingredients are effective for each skin type user as the skin condition, what kind of cosmetics the user of each skin type likes, etc.
  • data is obtained, it can be advantageous in terms of product strategy.
  • product development there is a limit to the amount of information on clinical trials that can be conducted, and if data obtained from many users can be obtained after sales of the company's products, it can be used effectively for the next product development. If information is obtained, it can be used more effectively. Therefore, it is desired that a manufacturer, which is a cosmetics company, can obtain data on users who use cosmetics after the sale.
  • the skin condition measurement analysis information management system of the present invention includes a skin condition measuring device for measuring the skin condition, A user client that is used by a user of the skin condition measuring apparatus and connected to the skin condition measuring apparatus so that data can be transmitted and received; A data management server enabled to send and receive data to and from the user client via the network; Analysis result data of the skin condition obtained by analyzing the measurement data measured by the skin condition measurement device is input, and the analysis result data is output so as to be displayed on the user client, and the analysis result data is An analysis result output means for outputting the data management server in a storable manner; Based on a contract for acquiring data from the data management server, a contractor client that transmits and receives data to and from the data management server; With Based on a request from the data management server, the user client includes user data that is input by the user and includes personal information of the user, and includes a unique customer ID without duplication for each user.
  • User data transmission means for transmitting to the data management server;
  • the measurement data transmitting means for transmitting the input measurement data and the customer ID to the data management server;
  • Analysis result display means for displaying the analysis result data when analysis result data for the measurement data is input from the analysis result output means,
  • the data management server includes a user data database in which user data including the customer ID received from each of a plurality of user clients is registered; The measurement data received from the user client, analysis result data input from the analysis result output means, incidental data excluding predetermined personal information in the user data, and the customer ID are registered in association with each other.
  • a measurement data database registered as a history based on the acquisition time of these data, A database for a contractor in which a contractor 1D set for each contractor is registered;
  • the contractor client requests acquisition of data registered in the measurement data database, the contractor ID input from the contractor client is collated with the contractor database, and the measurement data database Data providing means for transmitting the data registered in to the contractor client, The contractor client transmits the contractor ID and requests data registered in the measurement data database to the data management server; Receiving storage means for receiving and storing data transmitted from the data management server based on a request from the data requesting means.
  • the measurement data of the skin condition measured by the skin condition measuring device is transmitted from the user portable terminal to the data management server via the network.
  • the user needs to set a customer ID, and inputs various data according to a request from the data management server.
  • a name, an address, various telephone numbers, and an e-mail address may be input as predetermined personal information that is user data.
  • credit card information for settlement may be included as predetermined personal information.
  • Information such as cosmetics, skin care products, and supplements that are used may be arbitrarily input as user data based on a request from the data management server as a questionnaire or the like.
  • the data management server when user data is input from the user client, it is registered in the user data database.
  • user data In the user data database, user data can be searched by customer ID.
  • the user client measures the skin condition using, for example, a skin condition measurement device connected based on the user's operation, and after the measurement data is obtained, sends the measurement data to the data management server together with the customer ID. .
  • the analysis result data obtained based on the measurement data is input to the analysis result output means, and is transmitted from the analysis result output means to the user client via, for example, a data management server or by e-mail. Can see.
  • the analysis result can be obtained by using various known skin analysis techniques for the measurement data. Also, incidental data obtained by removing predetermined personal information from the measurement data, analysis result data, and user data is associated with the customer ID and registered in the measurement data database.
  • the user can, for example, repeatedly measure and analyze the skin condition.
  • the measurement data and analysis result data as a time series according to the measurement date and time of the measurement data, the reception date and time at the data management server, and the like. Can be read from the measurement data database.
  • the measurement data database contains measurement data for many users.
  • each user can obtain measurement data in time series by repeatedly using the analysis service.
  • a manufacturer developing various cosmetics and skin care products can use the measurement data of the skin state stored in the measurement data server for product development, skin research, and the like.
  • incidental data excluding predetermined personal information among user data input by the user is associated with the measurement data via the customer ID.
  • the user inputs cosmetics, skin care products, etc. that are being used then compared to the case of only measurement data Useful data can be obtained.
  • the measurement data, analysis result data, and incidental data can be browsed by contract.
  • the type of incidental data that can be viewed may be determined for each contractor ID of each contractor based on the contract.
  • the types of incidental data that can be viewed from the contractor client corresponding to each contractor ID in association with the contractor ID may be registered.
  • the type of incidental data that can be viewed by the contractor client is set, and only the incidental data of the type linked to the contractor ID is received from the contractor client.
  • the type of incidental data viewed by the contractor at the time of contract is determined.
  • a plurality of types of incidental data may be browseable, or all types of incidental data may be browseable.
  • the data management server when a data browsing request is input together with the contractor ID from the contractor client, the contractor database is searched by the contractor ID, and the type of incidental data associated with the contractor ID is set. Based on this, the type of incidental data, measurement data, and analysis result data may be transmitted to the contractor client for browsing.
  • the measurement data database associates the measurement data including a plurality of data blocks, the analysis result data including a plurality of data blocks, and the incidental data including a plurality of data blocks.
  • search items are set for at least a part of these data blocks, and the data of the data block in which the search items are set are narrowed down by inputting conditions into the search items.
  • the data associated with the received data can be searched,
  • the search items are divided into a plurality of levels and registered as search items for each search level, and a data block to which data that can be output as a search result belongs is divided into a plurality of levels.
  • the data management server searches the contractor client for the contractor database with the contractor ID input from the contractor client, and the search level and the access associated with the contractor ID. Extract the level, And permitting the search of the measurement data database by inputting a search condition from the contractor client only for the search items classified into the extracted search levels, and Search restriction means for allowing only the searched data belonging to the data block leveled to the extracted access level to be output to the contractor client; For the contractor client, select a search item for inputting the search condition from the search item for the search item leveled to the search level extracted based on the contractor ID by the search restriction unit.
  • the data block classified into the access level extracted based on the contractor ID by the search restriction means can be displayed, and the data block to which the data for outputting the search result belongs can be selected. It is preferable to provide search display means for displaying on the screen.
  • a contractor (secondary user of measurement data and analysis result data) can search data items that can be output as search items and search results in the measurement data database according to the search level and access level.
  • the data block will be limited, if the usage fee varies depending on the search level and access level, the contractor can determine the search level and access level that the contractor thinks necessary, and contract to search for the necessary data. And you can save money.
  • only the search items corresponding to the search level are displayed to be selectable on the contractor client, and only the data block to which the data from which data can be obtained belongs is displayed to be selectable. There is no need to input conditions for search items that cannot be searched or to request output of data that cannot be output based on the access level. Therefore, the contractor can search efficiently.
  • the measurement data database includes cosmetic data that is input from the user client as the incidental data and that can identify cosmetics used by the user of the skin condition measuring apparatus. Registered in association with the time of use of the cosmetic, it is preferable that the acquisition result analysis result data corresponding to the use time associated with the cosmetic data can be searched from the contractor client together with the cosmetic data.
  • the contractor client can check the relationship between the cosmetics used and the skin condition analysis result data. For example, a user using a certain cosmetic product can know that the skin condition has gradually improved, while a user using another cosmetic product has not changed the skin condition. That is, for example, a cosmetics company as a contractor can check the efficacy of its own products or investigate the efficacy of other companies' products.
  • measurement data may be obtained corresponding to the cosmetic used. Moreover, it is preferable that the measurement of skin condition and the analysis of measurement data are performed regularly and continuously by the user.
  • the measurement data database is acquired for each measurement along the time series by the skin condition measuring device as the history based on the acquisition time of the analysis result data and the
  • cosmetic data that is input from the user client and that can identify the cosmetics used by the user of the skin condition measuring device is the use time of the cosmetics And registered in association with the customer ID input from the user client
  • the user client includes the analysis result data and the cosmetic data associated with the customer ID input from the user client from the measurement data database, the acquisition time of the analysis result data, and the use of the cosmetic product.
  • the cosmetic data indicating the cosmetics used The analysis result data obtained by analyzing the measured skin condition can be seen at the same time, and the history of changes in the skin condition in the selected period can be recognized by looking at the time series display. That is, it is possible to recognize temporal changes in the skin condition and the cosmetics currently in use, and whether or not the skin condition is good or the skin condition tends to improve while using this cosmetic. It becomes possible to judge.
  • the time-series display is particularly effective for determining changes in the skin condition for a relatively short period of time
  • the comparative display is particularly effective for determining changes in the skin condition for a relatively long period of time.
  • the data management server registers user data including the customer ID received from each of a plurality of user clients in a user data database; and
  • the measurement data database obtained by associating the measurement data received from the user client, the analysis result data input from the analysis result output means, the incidental data of the user data excluding predetermined personal information, and the customer ID And at the time of registration, a measurement data registration step of registering at least the measurement data and the analysis result data in a measurement data database as a history based on the acquisition time of these data;
  • the contractor client requests acquisition of data registered in the measurement data database, the contractor ID input from the contractor client is collated with the contractor database, and the measurement data database
  • the data management server includes: The measurement data consisting of a plurality of data blocks, the analysis result data consisting of a plurality of data blocks, and the incidental data consisting of a plurality of data blocks are registered in association with each other, and at least a part of these data blocks.
  • the data of the data block in which the search item is set is narrowed down by inputting a condition in the search item from the measurement data database in which the search item is set, and the data is related to the narrowed down data
  • the retrieved data is searchable,
  • the search items are divided into a plurality of levels and registered as search items for each search level, and data blocks to which data that can be output as search results belong are divided into a plurality of levels and data blocks for each access level.
  • the contractor database that is registered as the contractor ID and registered in association with the search level and the access level is searched by the contractor ID input from the contractor client and the contract
  • the search level and the access level associated with the user ID can be extracted, And permitting the search of the measurement data database by inputting a search condition from the contractor client only for the search items classified into the extracted search levels, and A search limiting step for allowing only the searched data belonging to the data block leveled to the extracted access level to be output to the contractor client;
  • For the contractor client select a search item for inputting the search condition from the search item for the search item leveled to the search level extracted based on the contractor ID by the search restriction unit.
  • the data block classified into the access level extracted based on the contractor ID by the search restriction means can be displayed, and the data block to which the data for outputting the search result belongs can be selected. It is preferable to execute a search display step to be displayed.
  • the contractor client receives cosmetic data that is input from the user client as the incidental data and that can identify cosmetics used by the user of the skin condition measuring apparatus. It is preferable that the analysis result data of the acquisition time corresponding to the use time associated with the cosmetic data is searched together with the cosmetic data from the measurement data database registered in association with the use data.
  • the user client is As the history based on the acquisition time of the analysis result data, in addition to the analysis result data that is acquired for each measurement along the time series by the skin condition measurement device and registered in association with the acquisition time, Cosmetic data that can be specified by the user of the skin condition measuring apparatus and used by the user is registered in association with the use time of the cosmetic and the customer ID input from the user client.
  • the analysis result data associated with the retrieved acquisition time and the cosmetic data associated with the use time that is the same time as the acquisition time are displayed in parallel, and to the user Displaying the analysis result data of the acquisition time included in the selected period in time series of the acquisition time, thereby displaying the time series display of recognizing the change along the time series of the analysis result data And displaying the analysis result data of the plurality of acquisition times selected by the user at the same time, thereby displaying at least one of a comparison display that can compare the difference of the analysis result data according to the acquisition times Preferably it is done.
  • the user client transmits the customer ID and stores each data stored in association with the customer ID from the measurement data database or the user data database.
  • Data browsing request means for requesting transmission of A data display means for displaying the transmitted data when the data requested by the data browsing request means is transmitted from the data management server;
  • the data management server is registered in the measurement data database or the user data database in a user client corresponding to the customer ID transmitted from the data browsing request unit based on a request from the data browsing request unit.
  • data browsing data transmission means for transmitting data associated with the customer ID transmitted from the user client may be provided.
  • the data management server may acquire an acquisition time from measurement data and / or analysis result data stored as a history based on the acquisition time in the measurement data database in response to a request from the user client. Two or more different measurement data and / or analysis result data are extracted and transmitted to the user client,
  • the user client may include comparison display means for displaying the measurement data and / or analysis result data having different acquisition times so that they can be compared with each other in the order of the acquisition times.
  • the skin condition measuring device stores an authentication character string for authenticating the skin condition measuring device, and outputs the stored authentication character string to the outside.
  • An authentication storage means is provided;
  • the user client includes device authentication transmission means for transmitting an authentication character string output from the connected skin condition measuring device to the data management server,
  • the data management server comprises an authentication means for authenticating the authentication character string;
  • Unauthenticated device exclusion means for controlling the measurement data transmitted from the user client whose authentication character string has not been authenticated by the authentication means so that the analysis result data is not output. You may decide.
  • the skin condition measuring device is a skin camera for taking close-up of the skin, and outputs image data as the measurement data
  • the measurement data transmission means of the user client transmits image data output from the skin condition measurement device to the data management server
  • image data is registered as the measurement data
  • the data management server includes calibration means for generating calibration data for calibrating individual differences of the skin condition measuring device based on image data captured according to a predetermined condition in the skin condition measuring device;
  • a calibration database for registering the calibration data generated by the calibration means in association with the authentication character string;
  • the analysis result acquisition means acquires the calibration data from a calibration database based on the authentication character string, calibrates the image data based on the calibration data, or calibrates the skin condition measuring device based on the calibration data. You may decide to do.
  • a skin care device that can be controlled from a user client by being connected to the user client
  • the user client or data management server includes a skin care database in which a control method of the skin care device is registered in association with the analysis result data;
  • Skin care data acquisition means for acquiring analysis result data from the measurement data database based on a customer ID output from a user client to which the skin care device is connected;
  • Control method acquisition means for acquiring a control method of the skin care device from the skin care database based on the analysis result data acquired by the skin care data acquisition means,
  • the user client may control the skin care device based on the control method acquired by the control method acquisition means.
  • the user client has a control data storage area for storing control data for controlling the skin care device, and controls the skin care device based on the control data.
  • the data management server may include control data updating means for rewriting control data stored in a control data storage area of the user client based on the control method.
  • the user client transmits the customer ID and stores each data stored in association with the customer ID from the measurement data database or the user data database.
  • a data browsing request step for requesting transmission of When the data requested in the data browsing request step is transmitted from the data management server, a data display step for displaying the transmitted data is executed.
  • the data management server is registered in the measurement data database or the user data database in the user client corresponding to the customer ID transmitted in the data browsing request step based on the request in the data browsing request step.
  • a data browsing data transmission step of transmitting data associated with the customer ID transmitted from the user client may be executed.
  • the data management server may acquire an acquisition time from measurement data and / or analysis result data stored as a history based on the acquisition time in the measurement data database in response to a request from the user client. Two or more different measurement data and / or analysis result data are extracted and transmitted to the user client, The user client may execute a comparison display step of displaying the measurement data and / or analysis result data having different acquisition times so that they can be compared with each other in the order of the acquisition times.
  • the skin condition measuring device stores an authentication character string for authenticating the skin condition measuring device, and outputs the stored authentication character string to the outside.
  • An authentication storage means is provided;
  • the user client executes a device authentication transmission step of transmitting an authentication character string output from the connected skin condition measuring device to the data management server,
  • the data management server authenticates the authentication string;
  • Unauthenticated device exclusion means for controlling the measurement data transmitted from the user client whose authentication character string has not been authenticated by the authentication means so that the analysis result data is not output. You may decide.
  • the skin condition measuring device is a skin camera for taking close-up of the skin, and outputs image data as the measurement data
  • image data output from the skin condition measurement device is transmitted to the data management server
  • image data analysis database image data is registered as the measurement data
  • the data management server generates calibration data for calibrating individual differences of the skin condition measuring device based on image data captured according to a predetermined condition in the skin condition measuring device; Performing a calibration registration step of associating the calibration data generated in the calibration step with the authentication character string and registering it in the calibration database;
  • the calibration data is acquired from a calibration database based on the authentication character string, the image data is calibrated with the calibration data, or the skin condition measuring device is calibrated based on the calibration data. You may decide to do.
  • the skin condition measurement analysis information management system includes a skin care device that can be controlled from a user client by being connected to the user client,
  • the user client or data management server is A skin care data acquisition step for acquiring analysis result data from the measurement data database based on a customer ID output from a user client to which the skin care device is connected;
  • Control method acquisition for acquiring a skin care device control method from a skin care database in which the skin care device control method is registered in association with the analysis result data based on the analysis result data acquired in the skin care data acquisition step
  • the user client may execute a skin care control step of controlling the skin care device based on the control method acquired in the control method acquisition step.
  • the user client has a control data storage area for storing control data for controlling the skin care device, and controls the skin care device based on the control data.
  • the data management server may execute a control data update step of rewriting control data stored in a control data storage area of the user client based on the control method.
  • the measurement data and the measurement data are stored in the measurement data database as a history according to the acquisition timing of the measurement data and the analysis result data as described above. Since the analysis result data is stored and the incidental data is stored accompanying the analysis result data, the user can view the measurement data and the analysis result data as time-series data. In this case, when various skin care is performed, it can be judged whether the skin condition is improving, not changing, or worsening, and the current skin care can be maintained or changed. It can be used as a judgment material.
  • the user can confirm the contents of the user data database. Therefore, after the confirmation, the user data can be changed by inputting the user data using, for example, a user data transmission unit. Further, it may be possible to answer a new questionnaire or change the cosmetics and skin care products used as the contents of the previous questionnaire.
  • the authentication character string is stored in the device authentication storage means, and in the data management server, when the authentication character string of the skin condition measuring device is transmitted via the user form client,
  • the skin condition measuring apparatus can be authenticated using this authentication character string.
  • the data management server is operated by a manufacturer or sales company of a skin condition measuring device
  • the data analysis management system is a service other than the skin condition measuring device manufactured or sold by the operating company. The output of the analysis result data for the measurement data can be made unavailable.
  • the measurement data analysis service When the measurement data analysis service is free as described above, there is a possibility that a person who intends to sell the skin condition measurement device using this analysis service without permission may appear. By authenticating in a row, it becomes a state where only a skin condition measuring device as a regular product that enables analysis of measurement data in the data management server can be used.
  • the authentication character string is, for example, generally referred to as serial, is a character string having a predetermined number of characters, and only a character string that meets a predetermined condition in advance among character strings having a predetermined number of characters. However, even if a character string is set at random, the possibility of being authenticated is extremely low.
  • the analysis result data output prohibition method may be any method as long as the analysis result data is not output. For example, when an authentication character string is input from the user form client to the data management server. If the authentication is not successful, communication with the user form client may be prohibited, measurement data may not be received, and measurement data may be received, but analysis result data may be received. May not be acquired, or the acquired analysis result data may not be transmitted even if the analysis result data for the measurement data is acquired.
  • each skin condition measurement device may vary in brightness, color, etc. due to individual differences. In this case, there is a possibility that an error when analyzing the image data becomes large.
  • calibration data for correcting and standardizing individual differences etc. corresponding to each authentication character string is stored in the calibration database, so that the data management server can be used for authentication via the user form client.
  • image data is input together with a character string, the image data can be calibrated, and analysis result data can be obtained from the data analysis database using the calibrated image data. Further, in the case of a brightness error, the brightness of the illumination provided in the skin camera may be calibrated.
  • the image data captured in accordance with the predetermined condition enables color calibration, for example, by pressing a predetermined color pattern (calibration pattern) against the skin camera.
  • the user client can be connected to a skin care device (skin esthetic device (skin esthetic device)) in addition to the skin condition measuring device, and can be controlled including setting changes of the skin care device connected from the user client. ing. For example, when the operation ends after a set time from the start of the operation, or when various levels such as strength can be set, it is preferable to be able to control the level to be set or changed.
  • skin care device skin esthetic device (skin esthetic device)
  • skin esthetic device skin esthetic device
  • the analysis result data associated with the customer ID registered in the measurement data database of the above-described data management server is acquired, and the control method associated with the analysis result data is acquired from the skin care database.
  • This control method is transmitted to the user client, and the working time and various setting levels of the skin care device connected to the user client can be controlled.
  • the analysis result data for example, when the skin condition is indicated by a level (from bad condition to good condition) step by step, when the level is high (when the skin condition is good), the operation time is shortened, When the level is low (when the skin condition is bad), control such as extending the operation time is performed.
  • Controlling the skin care device in this way enables skin care corresponding to the skin condition.
  • the user may arbitrarily control the skin care device by the operation of the user client.
  • the user may set the output level (frequency, voltage, current) of the skin care device.
  • control data set by the user is stored in a predetermined storage area in the user client.
  • more efficient setting can be achieved by rewriting the control data stored in the storage area on the data management server side.
  • the data management server rewrites the control data stored in the user client for those who use it with a smaller output than the appropriate output because it feels pain when the output is increased.
  • the data management server By increasing the output, it is possible to use the skin care device with an appropriate output while suppressing the occurrence of pain.
  • usage history data is registered in the measurement data database in association with the customer ID. Therefore, based on the customer ID, it is possible to see the usage history data, the measurement data, and the analysis result data, and it is possible to confirm the effect of improving the skin condition by the skin care device.
  • the skin condition measurement analysis information management system and the skin condition measurement analysis information management method may be configured as follows.
  • a skin condition measurement analysis information management system is connected to a mobile terminal (user client) that can be connected to a network by wireless communication.
  • a data management server connected to be able to send and receive information to and from the portable terminal via a network
  • Skin condition measuring means skin condition measurement
  • Cosmetic identification information input means provided on the portable terminal, which allows the user to input cosmetic identification information that allows the user to specify cosmetics to be used
  • the period of the analysis result with respect to the measurement result of the skin condition is obtained by periodically measuring the skin condition and inputting information that can calculate the use period or the use period of the used cosmetics.
  • the user can know the change accompanying the change and the cosmetics used in that period, and this makes it easier for the user to determine whether or not the effects of the cosmetics (mainly skin care cosmetics) are effective. Therefore, the user is more likely to actively measure the skin condition and input the cosmetics used, and the data management server accumulates the data of the user's skin condition and the data of the cosmetics used. become.
  • the added value may increase as the number of skin condition measurers increases.
  • users who frequently measure skin condition, input cosmetics, and the like have more opportunities to see the screen display of the mobile terminal, for example, and the advertising effect when the advertisement is displayed on the screen of the mobile terminal is increased.
  • the advertising effect of cosmetic products is enhanced when the skin condition is not necessarily good.
  • the rank of the skin condition is a ranking from the poor skin condition to the good condition based on the measurement result of the already accumulated skin condition. For example, the good / bad skin condition is quantified. It may be expressed by a score from 0 to a predetermined value.
  • the skin state may be indicated by age by making the skin state correspond to the average skin state of each age (age) from the accumulated measurement results.
  • a deviation value may be displayed as a result of performing statistical processing after digitizing skin states of a large number of users as scores or the like.
  • the data management server stores the cosmetic information of each cosmetic including the cosmetic identification information that enables identification of each cosmetic in association with each cosmetic, and the cosmetic information is received from the portable terminal.
  • a registered cosmetic storage means capable of extracting the cosmetic identification information related to or coincident with the received cosmetic information
  • the cosmetics specific information input means is Before the user definitely inputs the cosmetic specifying information, the cosmetic information including the cosmetic specifying information can be input by the user, and the cosmetic information input when the cosmetic information is input is displayed.
  • the cosmetic identification information transmitted to the data management server when the cosmetic identification information related to or coincident with the transmitted cosmetic information is extracted from the registered cosmetic storage means and transmitted to the portable terminal. It is also possible to provide an input support means for assisting the user to input the cosmetics specific information deterministically by selecting and displaying the user so that it can be input deterministically.
  • the portable terminal or the data management server is related to or matches the cosmetic information from the registered cosmetic storage means when the cosmetic information is transmitted from the portable terminal to the data management server.
  • An unregistered determination means for determining that the cosmetic identification information of the cosmetic corresponding to the cosmetic information is unregistered in the registered cosmetic storage means when the cosmetic identification information cannot be extracted;
  • the portable terminal allows the user to input unregistered cosmetic identification information to the user and determines the cosmetic identification information when the cosmetic identification information is input when it is determined to be unregistered by the unregistered determination hand.
  • the user knows that the user is an unregistered cosmetic by inputting data on the unregistered cosmetic.
  • the cosmetic product to be registered is unregistered, enter the product name, product code (JAN code), etc. that can identify this cosmetic product, so that the unregistered cosmetic product is temporarily registered. become. That is, it is possible to have the user find unregistered cosmetics and have them temporarily registered.
  • the history display means includes a time axis indicating the passage of time corresponding to the time series and the rank axis indicating the rank as the analysis result for the analysis result transmitted by the history output means. It is also possible to display the usage date of the cosmetic specifying information transmitted by the history output means in accordance with the time axis of the graph.
  • the latest rank among the ranks as analysis results stored in time series in the analysis result storage means, and the past date input based on the user's operation from the portable terminal Simultaneous comparison means for simultaneously displaying the ranks of the two ranks in a comparable manner may be provided.
  • the skin condition analyzing means includes the measurement result of the skin condition by the skin condition measuring means, the measurement result, and the measurement results of the plurality of skin conditions accumulated in a plurality of types. Analyze based on the comparison of, and determine the skin condition measured as an analysis result to one of multiple skin types,
  • the analysis result storage means the rank and the skin type as analysis results of a plurality of users are stored for each user
  • the used cosmetics specific information storage means the cosmetics specific information of the cosmetics used by each of a plurality of users is stored for each user
  • the data management server uses the cosmetic specifying information specified by the user's operation from the portable terminal and the cosmetic specified by the cosmetic specifying information, and the same skin type as the user who specified the cosmetic
  • the other user registered with the specified cosmetic identification information is stored in the used cosmetic identification information storage means from the used cosmetic identification information storage means.
  • User extraction means for outputting duplicate users that are narrowed down by Rank extraction means for extracting the rank of the duplicate user extracted from the user extraction means from the analysis result storage means;
  • the rank of each other user extracted by the rank extracting means creates a data table corresponding to the elapsed time from the start of use of the cosmetic designated by each other user, and the data table is Rank transmission means for transmitting to a mobile terminal,
  • the portable terminal may include other person analysis result display means for displaying a rank on the transmitted data table in association with an elapsed period from the start of use of the designated cosmetic.
  • Skin condition measurement analysis information management method a portable terminal that can be connected to the network by wireless communication, A data management server connected to and from the portable terminal via a network so as to be able to send and receive information; A skin condition measuring unit that is connected to the portable terminal, or at least a part of the portable terminal is provided, can measure a user's skin condition, and can store a measurement result in the portable terminal;
  • the mobile terminal allows a user to input cosmetics identification information that enables the user to specify cosmetics to be used
  • the portable terminal and / or the data management server includes the measurement result of the skin condition by the skin condition measurement unit, the measurement result, and the measurement result of a plurality of skin conditions accumulated in a plurality of stages.
  • the data management server The rank determined for each measurement along the time series by the skin condition measuring means is stored along the time series, Storing the cosmetic identification information input by the user in association with the use time of the cosmetic by the user;
  • the analysis result stored in the data management server and the cosmetic identification information are transmitted to the mobile terminal,
  • the portable terminal displays the analysis result transmitted from the data management server corresponding to the time series, and displays the cosmetic specifying information so that the use time can be specified corresponding to the time series. Also good.
  • the portable terminal or the data management server is associated with the cosmetic information from the registered cosmetic storage means when the cosmetic information is transmitted from the portable terminal to the data management server, or If the matching cosmetic identification information cannot be extracted, it is determined that the cosmetic identification information of the cosmetic corresponding to the cosmetic information is unregistered in the registered cosmetic storage means; When it is determined that the portable terminal is unregistered, the unregistered cosmetic identification information can be input to the user, and the cosmetic identification information is input to the data management server when the cosmetic identification information is input.
  • the data management server A cosmetic manufacturer contact storage means for associating the cosmetic identification information with the contact information of the manufacturer of the cosmetic identified by the cosmetic identification information;
  • the transmitted cosmetic identification information is temporarily registered in the registered cosmetic storage means,
  • the contact information is extracted from the cosmetic manufacturer contact information storage means, and the cosmetic identification provisionally registered in the registered cosmetic storage means as the contact information Supporting contact for requesting the main registration of the cosmetic information of the cosmetic product temporarily registered in association with information to the registered cosmetic storage means,
  • the person in charge of the cosmetic manufacturer who has been contacted may be allowed to register the cosmetic information in the registered cosmetic storage means.
  • the mobile terminal has a time axis indicating a time passage corresponding to the time series corresponding to the analysis result transmitted from the data management server, and a rank axis indicating a rank as the analysis result. While displaying as a graph, you may decide to display the use time of the said cosmetics specific information transmitted from the said data management server according to the said time axis of the said graph.
  • the ranks may be displayed simultaneously so that they can be compared.
  • the data management server includes a measurement result of the skin condition by the skin condition measurement unit, the measurement result, and a plurality of skin condition measurement results accumulated in a plurality of types. Analyze based on the comparison, determine the skin condition measured as the analysis result to one of multiple skin types, In the data management server, the rank and the skin type as analysis results of a plurality of users are stored for each user, and the cosmetic identification information of the cosmetic used by each of the plurality of users is stored for each user.
  • the data management server extracts other users registered with the specified cosmetic identification information, and has the same skin as the user who specified the cosmetic Extract other users of the type, and output duplicate users that are narrowed down by being extracted redundantly based on both the specified cosmetic identification information and the skin type, Rank extraction means for extracting the rank of the output duplicate user from the data management server;
  • the rank of each other user extracted by the rank extracting means creates a data table corresponding to an elapsed period from the start of use of the cosmetic designated by each other user, and Send it to your mobile device,
  • the mobile terminal may display a rank on the transmitted data table in association with an elapsed period from the start of use of the designated cosmetic.
  • the skin condition measurement device can be transmitted to the data management server via the user client. And it has authentication information that can authenticate each skin condition measuring device individually,
  • the data management server comprises an authentication means for authenticating the authentication information;
  • the authentication information authenticated by the authentication means of the skin condition measuring apparatus and the customer ID input from the user-client (mobile terminal) that transmitted the authentication information are registered in association with each other, and each authentication An authentication information management table capable of registering a customer ID within a predetermined number for each information; Refer to the authentication information management table based on the authentication information transmitted through the user client and authenticated by the authentication means when using the skin condition measuring apparatus and the customer ID input from the user client.
  • Registration means for registering the customer ID in the authentication information management table in association with authentication information;
  • the authentication information is not input to the data management server, when the authentication information is not authenticated by the authentication unit, the customer ID is not registered in the authentication information management table in association with the authentication information, and the authentication information Use prohibiting means for prohibiting the use of the skin condition measuring apparatus via the user client when the customer ID already registered in the authentication information management table is the predetermined number. There may be.
  • the skin condition measurement via the user client is performed.
  • Use of the device is prohibited. For example, even if measurement data from the skin condition measuring device is output, the analysis result data is not output from the data management server to the user client, and the skin condition measuring device cannot be used.
  • the skin condition measuring device cannot be used.
  • the skin condition measuring device can be used in the user client having the customer ID already registered in association with the authentication information.
  • non-regular skin condition measurement devices other than the regular skin condition measurement device used in the skin condition measurement analysis information management system are not authenticated.
  • the damage caused by the use of a skin condition measuring device that is not regular to the skin condition measurement analysis information management system can be suppressed.
  • the skin condition measuring device can be used via the user client of the registered customer ID.
  • the same skin condition measuring device can be connected to the user client of each member.
  • a regular skin condition measurement device having authentication information that can be authenticated by the authentication means is restricted from being used by a user client with a different customer ID. Cannot be used by connecting to the user client. That is, for example, the use of the skin condition measuring device in a relatively small number of groups such as family members is permitted, but by restricting the unusable use, the user convenience and the skin condition measurement analysis information It is possible to balance the appropriate management cost of the management system with a good balance. Note that the above-mentioned exclusion of non-genuine products using the authentication information and restrictions on use with a plurality of user clients can be applied not only to a skin condition measuring device but also to a skin care device that can be used by connecting to a user client. Good.
  • the contractor of a cosmetics company or the like analyzes the measurement data of the skin condition of many users, the analysis result data obtained by analyzing the measurement data, and the user
  • the incidental data can be obtained, and the usage fee of the contractor enables the user to analyze the skin condition free of charge or at a low cost.
  • it is possible to compare and confirm the change of the skin condition over time and the cosmetics used at that time it is possible to estimate the presence or absence of the effects of the cosmetics used. .
  • the display screen etc. of the smart phone which started the application of the skin condition measurement analysis information management system are shown. It is a figure for demonstrating the function of the application of a smart phone. It is a figure for demonstrating the beauty treatment apparatus registered into the smart phone.
  • the skin condition measurement / analysis information management system and the skin condition measurement / analysis information management method provide the user of the skin condition measurement device who is a member of the skin condition measurement / analysis information management system to the user from the measurement data of the skin condition measurement device.
  • a service that can obtain an analysis result of the skin condition at a low cost (for example, free or relatively inexpensive membership fee)
  • the user can recognize his / her skin condition.
  • the number of skin condition measuring devices is increased by making it possible to understand the skin condition at low cost, and the user is encouraged to frequently measure the skin condition, and the analysis result is obtained from the measurement data. In other words, it collects measurement data frequently from many users.
  • the sales of the skin care product and the skin care device 2 are promoted by having the user use the skin care product including the cosmetics and the skin care device 2 and having the user grasp that the skin condition is improved.
  • points may be given to the user when the user requests the analysis after measuring the skin condition.
  • the collected data can be used for the development of various skin care products by cosmetic manufacturers and sales companies (cosmetics companies) for a fee.
  • cosmetics companies cosmetics companies
  • not only the measurement data, but also the skincare products and skincare devices 2 used by the user, and additional data such as the user's approximate age, area of residence, annual income and occupation are added to the measurement data.
  • a secondary user of data such as a cosmetics company using the above-mentioned measurement data, can be made profitable.
  • the skin condition measurement analysis information management system includes a smartphone 3 as a user client to which a skin condition measurement device 1 and a skin care device (care esthetic device) 2 can be connected, a smartphone 3, A data management server 5 connectable via the Internet 4 (network) and a computer system of a partner company such as a cosmetic company as the contractor client 6 are provided.
  • the skin condition measuring apparatus 1 is, for example, a skin camera, and includes a sensor unit 11 including an imaging device and an illumination LED, a control unit 12, and a USB (Universal Serial Bus) interface 13.
  • the illumination LED can emit, for example, two colors of light, and can be irradiated by switching between flesh-colored light and white light.
  • the skin condition can be clearly photographed, and the texture of the skin can be analyzed.
  • a substantially triangular mesh-like groove on the surface of the skin appears relatively orderly.
  • the grooves become unclear, the shape of the mesh is broken, the grooves cannot be seen well, or the portions without grooves are rough.
  • channel is called a skin groove
  • the flat part on the substantially triangle enclosed by this skin groove is called a skin mound.
  • pores can be seen in addition to these skin grooves and mounds, when the texture is good, the pores are small and inconspicuous. When the skin is magnified and photographed with flesh-colored light, this texture state becomes a clear image, and the image data can be easily analyzed.
  • the skin condition measuring apparatus 1 as a skin camera, photographing can be performed by switching between a texture mode and a stain mode, and a changeover switch for switching the mode is provided. Data indicating the texture mode or the stain mode is output to the smartphone 3 in association with imaging data as measurement data by the skin camera.
  • illumination in addition to the above-mentioned white light and skin color light, light having a wavelength of, for example, about 375 mm, which is near ultraviolet, may be irradiated to detect porphyrin in the skin.
  • porphyrin when irradiated with ultraviolet light, porphyrin can be detected by red-orange fluorescence emitted by the porphyrin excited thereby.
  • porphyrin may exist in the skin of a patient with porphyria.
  • the photographing part of the skin camera is provided with a box-shaped hood, a transparent plate (which may have an optical function) is provided in the back, and a lens and an image sensor on the rear side (inside) of the transparent plate LED for illumination etc. are provided. Shooting is possible with the top of the hood pressed against the skin and the surrounding light blocked.
  • the USB interface 13 is, for example, for connecting to the above-described smartphone 3 (an intelligent device having a processor (CPU) that can perform arithmetic processing based on a program) as a user client.
  • a USB interface is provided.
  • the USB interface 13 of the skin condition measuring apparatus 1 is on the client side, and the USB interface of the smartphone 3 as a user client is on the host side.
  • the skin condition measuring apparatus 1 can output image data as measurement data through the USB interface 13 and can control, for example, the brightness adjustment of the illumination LED from the smartphone side.
  • the USB interface 13 is provided with a data storage buffer called an end point, and the data stored in the end point is read from the smartphone 3 side.
  • data called a descriptor is written in the USB interface and can be read from the smartphone 3 side.
  • the skin condition measuring device 1 outputs image data like the above-described skin camera, for example, it is described in the descriptor that it is a camera (device that outputs video).
  • a stored camera driver or a driver installed as a part of a dedicated application 5j described later is set.
  • the descriptor includes a device / descriptor registered with USB / Revision, a device class, a vendor ID, etc., a power supply type, a maximum power consumption, etc. -Interface descriptors with registered descriptors, class codes, number of endpoints, etc., endpoint descriptors with registered data transfer direction, transfer method, maximum bucket size, etc. is there.
  • the descriptor includes a string descriptor for storing a character string.
  • a so-called product serial No. is used as an authentication character string in the character string descriptor. Is remembered.
  • This product serial No. the skin condition measuring device 1 can be authenticated as a specific device, for example, a device manufactured by a predetermined manufacturer. That is, the skin condition measuring device 1 has a function as device authentication transmission means for storing an authentication character string and outputting it to the smartphone 3 that is a user client (portable terminal).
  • the skin condition measuring apparatus 1 even if the skin condition measuring apparatus 1 has the same function, for example, only the skin condition measuring apparatus 1 recognized by the operating company of the data management server 5 is the product serial number. It can be used in this skin condition measurement analysis information management system. That is, the product serial No. Cannot be read, or the product serial number that has a predetermined character arrangement. Not the product serial number that cannot be authenticated. In this case, use in the skin condition measurement analysis information management system is prohibited.
  • Data communication between the skin camera as the skin condition measuring device 1 and the smartphone 3 is not limited to USB, but other wired serial or parallel communication, wireless Bluetooth, WiFi, NFC (Near Field Communication). Etc. may be used.
  • a conversion lens may be attached to a digital camera built in a smartphone or the like.
  • the image data photographed with the digital camera of the smartphone and stored in the storage device of the smartphone 3 can be transmitted to the data management server 5 via the Internet 4.
  • the skin camera is connected to the smartphone 3, it is not necessary to transmit the image data from the skin camera to the smartphone, and no communication means for transmitting the image data is required.
  • wired communication such as the above-described USB, Bluetooth, WiFi, NFC, or the like may be used.
  • wired communication such as the above-described USB, Bluetooth, WiFi, NFC, or the like may be used.
  • shooting is performed based on a shooting program of the dedicated application 5j described later, and when the illumination at the time of shooting is necessary, the white light LED (drive of the conversion lens) is driven from the smartphone 3. Circuit) and flesh-color light LED (drive circuit) may be turned on and off.
  • a light receiving device may be arranged on the conversion side, and the on / off state of the LED may be controlled based on the fact that the light receiving device receives light emitted from the illumination (flash) LED when the smartphone 3 is photographed. It is good also as what controls on-off of the above-mentioned LED with the sound output on the smart phone side like a shutter sound. At this time, DTMF (Dual Tone) is used for sound control.
  • a signal may be transmitted using Multi Frequency.
  • the white LED is turned on and off, and the flesh color LED is turned on and off based on a predetermined time interval. Based on the above, it is also possible to perform the photographing in the texture mode when the flesh light LED is emitting light and the shooting in the stain mode when the white light LED is emitting light.
  • an ID serial used for identifying whether the conversion lens is a genuine product or a non-genuine product (fake) from the conversion lens to the data management server 5 via the smartphone 3, and for identifying differences in the usage conditions of each conversion lens. No.
  • the ID may be transmitted using NFC or the like.
  • a character string may be photographed with the smartphone 3, and the photographed image, an ID converted from a barcode or the like by image recognition of the image, or a character-recognized ID may be transmitted to the data management server 5 side.
  • the bar code and the character string described above are arranged in the portion of the conversion lens that is captured when the smartphone 3 captures the image, and the captured skin image data is sent to the data management server 5, whereby the data management server The ID of the conversion lens may be read from a barcode or the like reflected in the skin image data on the 5 side.
  • a macro function will be added to the camera of a smartphone so that close-up of the skin will be possible, or a digital camera having an optical system that can take the above-mentioned texture and spots as a skin camera instead of just a macro function
  • the skin may be photographed without a conversion lens by a digital camera attached to the smartphone, and the image data may be sent to the data management server 5.
  • the skin condition measuring device 1 may be a known transpiration meter that measures, for example, the transepidermal moisture transpiration amount, or a melanin meter that measures the amount of skin melanin. Good.
  • an apparatus that measures ultraviolet rays (UV) as an environment measurement sensor may be connectable to the smartphone 3.
  • the UV checker can continuously output UV-A involved in melanin production and UV-B causing inflammation as independent numerical data. It is preferable.
  • Such a skin condition measuring apparatus 1 has the product serial No. described above. And the measurement data can be output to the smartphone 3 via the USB interface 13.
  • the product serial No. Is authenticated, analysis result data for measurement data output via the smartphone 3 can be obtained.
  • the product serial number of the conversion lens can be set to the smartphone 3 by the above-described wired or wireless communication. Further, when communication is not performed between the smartphone 3 and the conversion lens side, the product serial No. is out of the imaging range of the skin of the digital camera of the conversion lens smartphone 3.
  • An optically recognizable coat such as a two-dimensional bar code indicating the position of the product serial number may be transmitted from the conversion lens to the smartphone.
  • a program capable of reading a two-dimensional barcode needs to be installed on the smartphone side as a part of a dedicated application 5j described later.
  • a program capable of reading a two-dimensional barcode needs to be installed on the smartphone side as a part of a dedicated application 5j described later.
  • the skin camera as the skin condition measuring device 1 when photographing is performed under a predetermined condition, the image data and the product serial number obtained at that time are sent to the data management server 5 via the smartphone 3.
  • the brightness and hue can be calibrated.
  • imaging under a predetermined condition is, for example, imaging in a state in which a skin camera hood is pressed against a monochrome pattern or a color pattern.
  • the image data may be corrected with the calibration data obtained by the calibration, or for example, the lighting LED may be adjusted by the light control data or the color adjustment data based on the calibration data on the skin camera side.
  • the skin condition measuring device 1 is connected to the smartphone 3 via the USB interface 13, the skin condition measuring device 1 may be connected to the smartphone 3 using Bluetooth (registered trademark).
  • an ion cleansing device that removes dirt on the skin with positive ions
  • an iontophoresis device that allows a weak direct current to flow through the skin and penetrates ionized components deep into the skin
  • light from an LED LED light esthetic device that gives skin cell activation and thermal effect
  • roller esthetic device that stimulates the skin with a roller attached with germanium etc., has massage effect
  • cool esthetic device that cools skin and tightens pores
  • An ultrasonic esthetic device that provides a massage effect and a thermal effect by ultrasonic waves is prepared.
  • the skin care device 2 includes an operation unit 21 that actually acts on the skin, and includes a control unit 12 and a USB interface 13 as in the skin condition measurement device 1.
  • the smartphone 3 can control the operation time, the output level, and the like of the skin care device 2, and the user operates the skin care device 2.
  • the operation can be stopped at the time set on the smartphone 3 side.
  • the output level can be set from the smartphone 3 side.
  • the data management server 5 described later is provided with a skin care database 5l in which the above-described analysis result data and control methods such as the operation time and output level of the skin care device 2 are associated.
  • the skin care apparatus 2 can be controlled by obtaining analysis result data from the database 52 and obtaining a control method corresponding to the analysis result data from the skin care database 5l. That is, the skin care device 2 can be efficiently operated based on the analysis result of the measurement data.
  • the user client is basically the smartphone 3, but is a device including a general-purpose arithmetic processing device (for example, CPU) that performs processing based on a program such as a notebook computer or a tablet (pad type) personal computer. is there.
  • the user client is preferably a portable device that can be connected to the Internet 4 as a network via a wireless telephone line or other wireless communication line.
  • the smartphone 3 as a user client can use, for example, a portable wireless telephone line as wireless communication, and can use a wireless LAN (WiFi), and the Internet 4 as a network using these wireless communications. Can be connected to the wireless mobile terminal (wireless mobile client).
  • WiFi wireless LAN
  • WiFi wireless LAN
  • the smartphone 3 can execute, for example, a downloaded and installed application (hereinafter abbreviated as a dedicated application 5j).
  • a downloaded and installed application hereinafter abbreviated as a dedicated application 5j.
  • the skin condition measurement application is used as the dedicated application 5j in the data management server 5. Is downloaded to the smartphone 3.
  • the functions of the dedicated application 5j executed on the smartphone 3 have four functions as shown in FIGS. That is, there are four functions of a diagnostic beauty treatment salon, a care beauty treatment salon, a lifestyle beauty treatment salon, and a makeup beauty treatment salon.
  • the diagnostic esthetic can perform various measurements shown in FIG. 3 using various measuring devices (sensors) connected to the smartphone 3 via the USB interface 13. Each measuring device can be used by connecting to the USB terminal of the smartphone 3 to which the dedicated application 5j is input. In addition, by changing each type of measuring device, it is possible to measure with different sensors, and mainly measure the state of the skin. In addition, the measurement results of various measuring devices can be transmitted to the data management server 5 and stored, and the skin condition can be analyzed from the measurement results.
  • Care Esthe can use various skin care devices connected to the smartphone 3. In this case as well, similar to the above-described diagnostic aesthetic treatment, it can be used by attaching various skin care devices to the USB terminal. Further, by connecting to the smartphone 3, it is possible to leave a use history, and by making the smartphone 3 in a state capable of data communication with the data management server 5, various skin care devices can be controlled.
  • Living esthetics are mainly intended for the skin of diagnostic esthetics, but are intended for everyday life. Devices that check the amount of ultraviolet rays and bad breath are connected to the USB terminal of the smartphone 3. It can be connected. Makeup beauty salon mainly provides information on makeup and the like.
  • FIG. 2 shows display screens 3a, 3b, 3c and 3d as display means of the smartphone 3.
  • the display screen 3a shows a main menu
  • the display screen 3b shows a diagnostic beauty treatment menu
  • the display screen 3c shows The registered sensor display is shown.
  • a mark of a device that can be registered in advance is displayed. It is displayed darkly. Since it is possible to connect a plurality of measuring devices and skin care devices, the systematic configuration creates a willingness to collect devices that can be connected to the smartphone 3 by displaying the marks as described above. .
  • the display screen (registration screen 3d) a plurality of skin care devices can be connected.
  • the mark of the device that has been registered is brightly lit, and the device that has not been registered is displayed darkly.
  • the skin condition measurement dedicated application 5j executed by the arithmetic processing device of the smartphone 3 receives image data captured by the skin camera when the skin camera as the skin state measurement device 1 is connected as described above. It has a function as a measurement data transmission unit that inputs via the USB interface 13 and outputs it to the data management server 5 on the Internet 4. In addition, it has a function as analysis result display means for receiving analysis result data that is a result of analyzing, for example, measurement data transmitted from the data management server 5 and displaying it on the display of the smartphone 3.
  • the dedicated application 5j described above is a member registration or an input of user data (personal information) for becoming a member (user) using a skin condition measurement analysis information management system managed by the operator of the data management server 5.
  • it has a function as user data transmission means for responding to a questionnaire which is input of incidental data that does not include predetermined personal information that can identify an individual of user data.
  • the dedicated application 5j described above serves as a data browsing request unit that requests that the above-described user data, measurement data, and analysis result data for the measurement data stored in the data management server 5 can be browsed as described later. It has a function.
  • the dedicated application 5j has a function as data display means for displaying the requested data on the display when the requested data is received from the data management server 5.
  • the dedicated application 5j has a function as a device authentication transmission unit that transmits the authentication character string input from the skin condition measurement device 1 to the data management server 5.
  • a dedicated application (care application) 5j for the skin care device 2 can be downloaded from the data management server 5 and installed on the smartphone 3.
  • the care application as the dedicated application 5j of the smartphone 3 as a control method acquisition unit that acquires the control method of the skin care device 2 acquires the control method from the data management server 5, and sets the skin care device 2 as described above. It has a function to control.
  • the care application of the smartphone 3 functions as a schedule acquisition unit that acquires the use schedule of the skin care device 2 from the data management server 5, and functions as a schedule notification unit that displays the use schedule on a display, for example. Further, the care application of the smartphone 3 generates use history data having data of use date and time when a signal indicating the start of operation and a signal indicating the end of operation are input from the skin care device 2. It functions as a usage history generation means for transmitting this usage history data to the data management server 5.
  • the data management server 5 basically includes a user data database 51 for storing the above-described user data, and a measurement data database 52 for storing measurement data obtained by the skin condition measuring device 1. And a data analysis database 53 and a contractor database 54 for obtaining analysis results from the measurement data.
  • the data management server 5 includes a control unit 5k having a CPU or the like for functioning as a server, as shown in FIG.
  • the user data database 51 is divided into a plurality of parts.
  • the user data database 51 includes a customer (user) personal information management database 5a, a care esthetic database 5c, a used cosmetics history database 5d, an A care chart database 5o is provided.
  • the data management server 5 includes a skin history database 5b and a detailed diagnosis result database 5e as the measurement data database 52.
  • the data management server 5 includes a skin reference value database 5g as the data analysis database 53. Further, the data management server 5 includes a data secondary user access right management database 5 h as the contractor database 54.
  • the data management server 5 can use the same product serial number so that a plurality of smartphones 3 can be used by reusing one skin condition measuring device 1 or skin care device 2.
  • the data management server 5 calibrates the skin care database 5l that can search for the control method of the skin care device 2 based on the analysis result data and the skin camera (image data).
  • the data management server 5 includes a registered cosmetic database 5p and a cosmetic manufacturer management database 5q in addition to the databases 51 to 54 described above.
  • the customer personal information management database 5a includes customer ID, personal user ID, personal password, name, date of birth, age, gender, address 1 (data entered by the user using the smartphone 3). Country, address 2 (prefecture), address 3 (municipal town (ward)), address 4 (address (condominium name room number)), e-mail address, billing information (credit card information, etc.) are stored.
  • the customer ID is an ID assigned on the data management server 5 side corresponding to the personal user ID, and the personal user ID is set on the condition that the user does not overlap with the personal user ID of another user. ID.
  • the personal password is used for user authentication together with the personal user ID.
  • IDs corresponding to each user on a one-to-one basis may be used together as one ID, or a customer ID may be used as a customer ID. Only an ID may be used, or a personal user ID may be used as a user ID.
  • each database when data related to a user is stored in each database, all are managed by the customer ID, and each database storing data related to each user is searched by the customer ID. All the data related to each user can be searched and acquired. Therefore, in the customer personal information management database 5a, the data of each user is registered in association with each customer ID.
  • the customer personal information management database 5a further includes the product serial numbers input from the skin condition measuring device 1 and the skin care device 2 connected to the smartphone 3. Is to be memorized.
  • the product serial No. Is stored after being authenticated by the data management server 5 as will be described later. Is registered in the customer personal information management database 5a. Do not authenticate.
  • measurement data input from each skin condition measurement device 1 is registered in the skin history database 5b in association with the customer ID and the data input date and time. Further, in association with the measurement data, data of each simple diagnosis (analysis) result is registered as the analysis result storage means. For example, when measurement data is input from a plurality of types of skin condition measurement devices 1 within a predetermined time range such as within 30 minutes, a comprehensive simple diagnosis is performed, and data of the result of the comprehensive simple diagnosis is obtained. Is registered.
  • the data of the result of the detailed diagnosis is registered in the detailed diagnosis result database in association with the customer ID and the measurement date and time, In the skin history database, the storage address of the write data in the detailed diagnosis result database is registered.
  • the measurement data accumulated in advance and the rank of the skin condition as diagnosis result data are registered in advance in the skin reference value database 5g, and the measurement result is stored in the skin reference value database 5g.
  • the approximate measurement data is selected from the measurement data in the skin reference value database 5g, and the rank associated with the measurement data is output as a simple diagnosis result.
  • This process is performed by the simple diagnosis program 5f of the data management server 5 as the skin condition analyzing means.
  • the image data is captured by the skin camera from the image data as measurement data registered in the skin reference value database 5g by known image recognition. Image data that approximates the image data is selected.
  • a texture diagnosis image photographed with skin light LED illumination As shown in Table 2, as an input skin image, a texture diagnosis image photographed with skin light LED illumination, a spot diagnosis image photographed with white light LED illumination, and LED illumination close to natural light are used.
  • a skin image in which the color is reproduced by white balance (for example, auto white balance) when the photographed skin image or the above-described white light or skin color light LED is used for photographing.
  • the skin image is used, for example, in determination of skin color (color difference due to sunburn, dullness, etc.).
  • the skin color is determined not by simple diagnosis but by detailed diagnosis.
  • texture diagnosis image is used for wrinkles, but other images may be used.
  • the score (rank) of the image data is selected and the result of simple image diagnosis. Note that, for example, a large number of collected image data may be statistically processed with ranks of texture, stain, and wrinkle to obtain a deviation value, and the deviation value of similar image data may be used as a diagnosis result.
  • a diagnosis result (analysis result) may be obtained using the above-described diagnostic image by each analysis method of pores, porphyrins of square plugs, wrinkles, blotches, and skin color as shown in Japanese Patent No. 5080060. Good.
  • position information (measurement point) measured by the GPS built in the smartphone 3 at the data input date and time is registered as GPS data.
  • the weather information at the GPS measurement point described above is acquired from the weather information site and registered.
  • the data input date and time is the date and time when each measurement of skin was performed, but may be the date and time when the simple diagnosis result was stored.
  • the data of each item is automatically input by measuring the skin.
  • the measurement condition flag is, for example, predetermined when GPS data is far from a normal measurement point, for example, the measurement was continuously performed in the same prefecture or the same city in a plurality of measurements up to the previous time.
  • a flag (measurement condition flag) is set for the measurement data or simple diagnosis result measured at the measurement point.
  • a flag is added to the measurement data or simple diagnosis result. It may be set.
  • Measurement data and simple diagnostic results with this flag set are excluded when performing statistical processing such as obtaining the average of each data.
  • data with flag set is included in the population when performing statistical processing. It is not included. In other words, if you are far away from where you are always, or if the weather conditions are significantly different, the environmental conditions may be significantly different, so the measurement results may be abnormal. In order to prevent an abnormal value from affecting the result, data with a flag set is excluded from the statistical processing population.
  • a score (rank) and a deviation value as simple diagnosis results of texture, stain, and wrinkle obtained as described above are registered.
  • skin types are selected based on the results of diagnosis of these textures, stains and wrinkles, the color of skin images (redness due to dryness or rough skin), the presence or absence of eczema due to atopy, and the texture disorder due to dryness. ing. Note that the skin type is also determined in the detailed diagnosis, and will be described in the description of the detailed diagnosis result database 5e described later.
  • history data of skin care products is registered for each cosmetic category (type) in association with the customer ID.
  • This history data is for registering cosmetics purchased by the user, and cosmetics purchased by the user (cosmetics to be used) by the user via the smartphone 3 as the cosmetic identification information input means by the user cosmetic registration process described later.
  • Product code is registered.
  • This product code is cosmetic product identification information that can identify cosmetic products.
  • a JAN Japanese Article Number
  • a number indicating a category (type) of each cosmetic in the history data, a product code, a use start date, and a use end date are registered.
  • the right side of Table 3 shows, as an example, the case where the cosmetic category is face wash, and 1 is registered as the code number of the product category of the face wash, and the use start date and use end date are linked to the product code.
  • the end date of use is not registered when in use (when end of use is not entered).
  • the use start date may be a date when the above-described user cosmetic registration process is performed. For example, when image data captured by a skin camera is transmitted, the use start date is started by the process of the dedicated application 5j of the smartphone 3. When there is cosmetics, the user may be instructed to input.
  • the cosmetics corresponding to each cosmetic category is displayed on the basis of the data registered in the registered cosmetic database (registered cosmetic storage means) 5p in which cosmetic information is registered by the user cosmetic registration process.
  • Product names (+ maker names, etc.) may be displayed as a list in a pull-down menu or the like, and cosmetics to be used may be selected from the list.
  • the registered cosmetic database 5p the product code associated with the cosmetic name is registered, and the input date is registered as the use start date.
  • the user may be instructed to input from the dedicated application 5j of the smartphone 3 when there is a finished cosmetic product.
  • data such as the product names of cosmetics that have been used may be displayed in a list using a pull-down menu or the like, and the user may select the product name of cosmetics that have been used.
  • the product code of the selected cosmetic is input and the input date is registered as the use end date.
  • a barcode may be input as described later, or cosmetic data extracted by searching the registered cosmetic database 5p by keyword search may be input.
  • the end date of use when a new cosmetic product of the same category is registered in the used cosmetic history database 5d, the user is inquired whether or not the registered use of the same category of cosmetic product has been completed. You may make it register the use end date of the said cosmetics.
  • the cosmetic volume (ml) and the recommended usage amount (ml / time) are registered for each cosmetic product in the registered cosmetic database 5p, and the cosmetic product for one day from the use start date on the data management server 5 or the smartphone 3 is registered.
  • the number of use times multiplied by the recommended amount is added (accumulated) every day, and compared with the cosmetic capacity, if the value added daily exceeds the capacity, or the capacity of 90% of the capacity, etc.
  • the dedicated application 5j notifies the user whether the cosmetics used by the user are exhausted or the remaining amount is low, and asks the user whether or not the use is finished.
  • the end date of use may be registered based on the answer.
  • a message prompting the user to buy the remaining cosmetic product may be displayed, or the URL of the product page of the cosmetics mail-order shopping site may be displayed in a state where the page is linked.
  • the URL of the cosmetic product web page of the cosmetic manufacturer or sales company may be displayed in a state where the page is linked.
  • cosmetic categories are, for example, face wash, makeup remover, lotion, milky lotion, cream, cosmetic liquid, whitening liquid, and others.
  • the above-mentioned category number is It is associated.
  • the cosmetic category is an example, and different categories may be divided.
  • the care chart database 5o as a used cosmetics specific information storage means registers cosmetics used by the user at any time in the morning and at night, for example, in association with the user ID of the user as shown in Table 5. .
  • the above-mentioned use cosmetics history database 5d registers the use start date and use end date of cosmetics, but the care chart database 5o allows registration of cosmetics used in the morning and night every day. Under the scheduler function, which will be described later, the data of the used cosmetics is input and transmitted to the data management server 5.
  • the care chart database 5o for example, the above-mentioned product code is registered as customer ID, date or time zone in the morning or night, and used cosmetic data.
  • the care chart database 5o For example, as shown on the right side of Table 5, in the care chart database 5o, the date, morning or night, and the product code of the cosmetics used are registered. This product code is selected from the cosmetic information registered in the above-described user cosmetic registration process, and the cosmetic registered in the above-described used cosmetic history database 5d is displayed on the smartphone screen and displayed. From which the cosmetics actually used can be selected and input.
  • a care esthetic type code (type) indicating the type of the skin care device 2 and the operation of the skin care device 2
  • the care esthetic start date and time indicating the start date and time and the care esthetic end date and time indicating the subsequent operation end date and time of the skin care device 2 are registered.
  • the start and end date and time of the skin care device are preferably registered automatically by the dedicated application 5j of the smartphone 3 to which the skin care device is connected when the skin care device 2 is used.
  • the detailed diagnosis result database 5e as the analysis result storage means registers the result of the above detailed diagnosis in association with the customer ID, and the diagnosis date and time (the date when the detailed diagnosis is performed) The measurement date and time of measurement data for which detailed diagnosis is requested may be included) and detailed diagnosis result data are registered. Also, advice data selected corresponding to the result of the detailed diagnosis and data of recommended cosmetics (skin care products) are registered. The advice data and the recommended cosmetic data are determined by the advice determination unit and the recommended cosmetic determination unit in the cosmetic company A server and the cosmetic company B database. Basically, each advice and recommended cosmetic is associated with each detailed diagnosis result. Once registered and the detailed diagnosis result is determined, advice and recommended cosmetics are determined.
  • the advice includes, for example, things that should be avoided due to lifestyle habits, skin massage methods, and the like.
  • the recommended cosmetics are cosmetics and skin care products suitable for the skin condition that can be understood from the detailed diagnosis results.
  • the diagnosis result associated with the measurement data is used as the diagnosis result.
  • skin type, texture, stain, wrinkle, dryness, pores, color, etc. are diagnosed. That is, there are more diagnostic items than the simple diagnosis, and the diagnosis result is determined in more detail.
  • the skin type is determined, for example, by the above-described simple diagnosis.
  • the skin reference value database 5g includes a plurality of skin image data for each skin type.
  • the skin types associated with the registered measurement data closest to the input measurement data are selected by image recognition.
  • the basic method is the same in the detailed diagnosis, but the detailed diagnosis is superior to the simple diagnosis in the image recognition ability, the quantity of image data registered in the skin reference value database to be used, and the like.
  • the skin types include 1 normal skin, 2 sensitive skin, 3 oily skin, 4 mixed skin, 5 dry skin, 6 atopy skin, etc., and this code is stored in the detailed diagnosis result database 5e. be registered.
  • the skin reference value database 5g is used for simple skin diagnosis. Skin texture, skin spots, skin color analysis from image data, and sebum analysis from image data corresponding to measurement data. As a moisture analysis from transpiration meter data, for example, the skin condition is divided into 10 ranks, from bad to good, each of which is registered as described above. Associated with data. Therefore, by searching the skin reference database with the measurement data measured by the skin condition measuring device 1, a rank indicating the skin condition can be obtained. This rank is the result of simple diagnosis.
  • the device information database 5i includes a product serial number of each skin condition measuring device 1 as shown in Table 10. And the product serial number of each skin care device 2. Is registered. The product serial number stored in the device information database 5i Thus, authentication may be performed.
  • the product serial numbers of the above-described skin condition measuring devices 1 and skin care devices 2 are displayed. Are associated with customer IDs. As described above, when the serial number is authenticated and the skin condition measuring device 1 and the skin care device 2 are authenticated, the authentication is performed in association with the customer ID corresponding to the smartphone 3 to which each device is connected. Serial number is registered. In this case, for example, one skin condition measuring device 1 or skin care device 2 can be used by sharing up to three people, that is, up to three smartphones 3. Therefore, in the device information database, one product serial No. When the fourth customer ID is registered for the product serial number, the above-described product serial No. is registered via the smartphone 3 of the customer ID. The use of the skin condition measuring device 1 or the skin care device 2 is prohibited. For example, an error occurs in the above-described dedicated application 5j of the smartphone 3, and the skin state measuring device 1 or the skin care device 2 cannot be used.
  • the data secondary user access right management database 5h includes a user (contractor, for example, a company developing a skin care day such as a cosmetics company) customer ID, user user ID, and A user password is set, which enables authentication of the data secondary user.
  • a user contractor, for example, a company developing a skin care day such as a cosmetics company
  • a user password is set, which enables authentication of the data secondary user.
  • the billing information is billing data when the data secondary user searches for data or obtains accessible data, and the user is charged for the data usage fee based on the billing information.
  • the usage fee varies depending on the search level and the accelerator level, and the usage fee increases as the number of searchable keywords (search items) increases, and the usage fee increases as the accelerator level increases.
  • Table 11 shows differences in search keywords (search items) depending on specific differences in search levels, and also shows differences in data that can be accessed due to differences in accelerator levels, that is, output as search results.
  • Each item of the search level 1 and the search level 2 shown in the display 11 corresponds to a data block as a data set including data associated with the customer ID. For example, measurement data and analysis result data are divided into blocks for each measurement method.
  • the age, gender, address 1, address 2, and address 3 are data registered in the above-described customer personal information management database 5a.
  • the database that can be accessed by the secondary data user is the customer personal information management database.
  • the data secondary user cannot see the data of the personal user ID, personal password, name, date of birth, entire address including address 4, e-mail address, billing information, and serial number.
  • the personal information management database 5a cannot be accessed by the user. Therefore, the user sees data registered in the skin history database 5b or an independent database in association with the customer ID for information on age, sex, address 1, address 2, and address 3.
  • the search level is a level of search items for inputting search conditions.
  • the search items are set in some data blocks among the data blocks of the measurement data, analysis result data, and incidental data described above, and correspond to the items of the search levels 1 and 2 on the display 11. . That is, as a set of data, there are a data block of address 1, an age data block, and the like, and these data blocks are set as search items.
  • the search items shown in the search level 1 are items of incidental data obtained by excluding information that can identify individual customers from the items of data registered in the customer personal information management database and important information such as billing information. .
  • the search level 2 is higher than the search level 1, and the search level 2 includes all the search items classified into the search level 1. That is, each search level includes a search item at a lower search level.
  • the items classified into the search level 2 are items obtained by further adding the search items to the search items classified into the search level 1, and as shown in Table 11, the usage history of cosmetics is used as the search item. It has been added.
  • the access level is a level of data blocks to which data that can be output as search results belongs.
  • the measurement data includes data such as input skin image, input transpiration meter data, and input melanin meter data as described above.
  • the upper access level includes data blocks that are divided into lower access levels.
  • the use of cosmetics for skin care such as cleansing history data, facial cleansing history data, lotion history data, cosmetic liquid history data, moisturizing cream history data, etc. is used as search items.
  • Various measurement data and analysis result data can be searched based on cosmetic history data.
  • the history data of these used cosmetics is registered in the later-described used cosmetic history data 5d.
  • how to divide the cosmetics for skin care is an example, and may be a method of dividing the used cosmetics history data.
  • a product coat capable of specifying cosmetics and a use time of the cosmetics (for example, use start date and use end date when use is stopped or use ends) are registered.
  • a use time of the cosmetics for example, use start date and use end date when use is stopped or use ends
  • the analysis result data is, for example, the result of analyzing (diagnosis) the measurement data obtained by the skin condition measuring apparatus 1, and the skin condition is expressed by, for example, a score as described later, and the score becomes higher as the skin condition becomes better.
  • the analysis result data (diagnosis result) is searched based on the use cosmetic history data
  • the skin condition diagnosis result during the use period of the cosmetic can be obtained.
  • many users indicate whether the score of the skin condition diagnosis result is increasing, decreasing, changing at a high score, or strong at a low score, etc. Can be investigated. That is, the efficacy of cosmetics can be investigated.
  • the analysis result data can be searched using multiple types of cosmetics divided into multiple types as described above as search items, and it is also possible to determine the synergistic effect of multiple cosmetics, offset of effects, etc. It is.
  • the data management server 5 of this skin condition measurement analysis information management system includes a calibration database 5m.
  • the calibration database 5m captures a color pattern by associating image data when a monochrome pattern is imaged with a skin camera and imaging with a brightness rank.
  • the image data and the shade rank are registered in association with each other. For example, 0 to 10 ranks are registered as brightness ranks, and ranks for each blue, green, and red are registered from 0 to 10 as shade ranks.
  • the calibration data is obtained by comparing the image data registered corresponding to each rank and the measured image data. For example, rank 5 is standard, and if the rank is lower than that, it is dark or corresponding. When the color is lighter and the rank is higher than that, the lighter or corresponding color becomes darker.
  • the lighting LED is dimmed and toned, and the image data is corrected, thereby suppressing the influence of individual skin cameras and the like.
  • the skin care database 5l in which the control method of the skin care device 2 is registered in association with the rank as the analysis result data is, for example, as shown in Table 13, the rank in the simple diagnosis using the above-described skin reference value database.
  • the control method in the skin care device 2 is associated.
  • the highest output level is 3 and the operation time is 15 minutes.
  • the output level is 2 in the middle, and the operation time is 10 minutes.
  • the texture rank is 8 to 10
  • the output level is set to 1 which is the lowest and the operation time is set to 5 minutes.
  • the skin care device 2 is an ion cleansing device
  • the schedule database 5n when the skin texture rank is rank 1 to rank 3, the daily ion cleansing is performed. Shall do.
  • the texture rank is 4 to 7, ion cleansing is performed three times a week, and when the texture rank is 8 to 10, ion cleansing is performed once a week.
  • the schedule may be made more specific by, for example, the user setting the day of the week or time for performing ion cleansing from the schedule in the schedule database 5n.
  • the registered cosmetics database 5p in which the data of each cosmetic is registered is referred to.
  • the cosmetics used by the user are searched from the registered cosmetic database 5p and registered in the skin history database 5b by bar code (JAN code), keyword search, or the like.
  • the brand name (product name) and the product code as information registered for each cosmetic in the registered cosmetic database 5p are cosmetic specifying information that can specify cosmetics, and other items of information specify cosmetics. Is difficult.
  • a product name or a product code that can specify a cosmetic product is used as cosmetic specification information, and information such as a capacity, a price, a release date, and the like that make it difficult to specify the cosmetic product is referred to as cosmetic information.
  • cosmetic information such as a capacity, a price, a release date, and the like that make it difficult to specify the cosmetic product
  • the registered cosmetic database 5p is divided into user input permission items, manufacturer input items, and system automatic input items.
  • the user and the person in charge of the manufacturer enter the data of cosmetics not registered in the used cosmetics history database 5p.
  • the cosmetic manufacturer management database 5q (cosmetic manufacturer contact information storage means) shown in Table 16 is searched based on the input manufacturer name, The person in charge of the manufacturer and the manufacturer email address are read out.
  • An e-mail containing a text requesting registration of a preset cosmetic, a URL of a registration web page, a maker ID, a maker password, and the like is created and transmitted to the above-mentioned person in charge at the read maker e-mail address .
  • the data management server 5 transmits an e-mail to the person in charge of the manufacturer.
  • the data management server 5 only assists in the creation of the e-mail, and the operator finally sends an e-mail.
  • a mail may be transmitted, and the data management server 5 functions as a contact support means. Note that the contact support means may perform from creation to transmission of e-mail.
  • the person in charge who has received the e-mail for example, can access the registration page described in the e-mail and receive authentication with the maker ID and the maker password, so that data can be input into the maker input item of the registered cosmetic database 5p (registration). Permission means).
  • registration page described in the e-mail can be accessed and receive authentication with the maker ID and the maker password, so that data can be input into the maker input item of the registered cosmetic database 5p (registration). Permission means).
  • a record in which a manufacturer name corresponding to the manufacturer ID input at the time of authentication is registered can be accessed at this time. Therefore, the record in which the manufacturer name of another company is registered is authenticated by the above-described manufacturer ID and password so that the person in charge of the manufacturer cannot access.
  • the person in charge of the manufacturer for example, can register the information about their products (cosmetics) on major cosmetics sites that they know or on cosmetics sites operated by major companies, If you think you can expect support for users, there is a high probability of registering information about your products
  • the manufacturer's input items are the release date, the production end date of cosmetics that have already been discontinued Appearance photograph, price, recommended usage per time (per day), component data, effects for each skin type described above, PA and SPF for ultraviolet rays, color number, etc. can be input.
  • the manufacturer person in charge can write to the user input permission item, and can write data to an item that the user did not input or an erroneous item. This eliminates the need for new registration of cosmetics by an operator or the like on the data management server 5 side, thereby reducing the management cost on the data management server 5 side.
  • As the component data active ingredients used in cosmetics are registered in advance, and the presence or absence of these active ingredients is input.
  • step Sa1 it is determined whether the user registration has been processed (step Sa2).
  • step Sa2 it is determined whether the user registration has been processed.
  • step Sa3 In user registration, input of a personal user ID and a personal password is prompted (step Sa3).
  • the input personal user ID and personal password are stored in the data from the smartphone 3. It is transmitted to the management terminal of the management server 5 (step Sa4).
  • the management terminal is for operating the data management server 5 and is a part of the basic data management server 5.
  • a customer ID is automatically generated in response to reception of a personal user ID and a personal password (step Sb1).
  • the received personal user ID and personal password are registered in the personal information database as the customer personal information management database 5a (step Sb2).
  • a menu screen is displayed.
  • the menu screen displays 1, sensor registration, 2, skin diagnosis, 3, detailed skin diagnosis result display, 4, care esthetic, 5, skin improvement status determination, and 6 skin history display.
  • the sensor registration process of the menu 1 is prompted.
  • the sensor registration process will be described with reference to the flowchart of FIG.
  • the data indicating the sensor type is read from the device descriptor data of the USB interface 13, and the product serial number is read from the string descriptor. Is read (step Sc2).
  • Product serial No. To determine whether or not the skin condition measuring apparatus 1 has already been registered (step Sc3). If registered, the process is terminated. If not registered, sensor type and product serial number To the data management server 5 (step Sc4).
  • step Sd1 sensor type and product serial number. Is received (step Sd1).
  • step Sd2 the product serial No. Is authenticated (step Sd2).
  • the regular product serial No. Are registered, and the product serial number is stored in the device information database 5i. If it is not possible to search, authentication may fail.
  • step Sd3 the product serial No. If the authentication fails, a corresponding error message, for example, this sensor cannot be used is generated (step Sd3).
  • the product serial No. In the device information database 5i, the same product serial number is already registered. Is associated with the customer ID corresponding to the other smartphone 3, and if the customer ID of the other smartphone 3 is already associated, is the associated customer ID less than three? It is determined whether or not (step Sd4).
  • the corresponding error message is “The number of smartphones 3 using this skin condition measuring device 1 exceeds the limit.
  • a message “The skin condition measuring apparatus 1 cannot be used” is generated (step Sd3).
  • the skin condition measuring apparatus 1 can be used.
  • the sensor type and product serial No. are registered in the customer personal information management database 5a as the sensor information database and the device information database 5i (step Sd5).
  • step Sd6 data indicating a successful authentication or a failed authentication is transmitted to the smartphone 3 as a processing result in the data management server 5 (step Sd6).
  • the above error message is transmitted to the smartphone 3.
  • the smartphone 3 receives the data (step Sc5), and determines whether or not the registration is complete depending on whether or not the data indicating successful authentication is received. (Step Sc6)
  • step Sc7 If the registration is unsuccessful, the received error message is displayed on the display (step Sc7). If the registration is completed, the sensor type and product serial number are also stored in the storage means inside the smartphone 3. Is registered (step Sc8), and when the skin condition measuring device 1 is connected to the smartphone 3, the registered product serial No. is registered. By confirming the above, control is performed so that authentication is not performed when registration is completed as described above.
  • step Se1 when you start the app, a menu screen will appear.
  • step Se2 when the skin condition measuring device 1 is connected, it is determined whether the skin condition measuring device 1 is connected by determining whether the skin condition measuring device 1 is connected (step Se1), and the sensor ID Whether or not the authentication character string has been registered (step Se2). If not registered, the sensor registration process (step Se3) described above is performed. If the sensor has already been registered, The state measuring device 1 becomes operable, and when it is operated, measurement data is input from the skin state measuring device 1 (sensor) (step Se4). Next, it is input whether or not detailed diagnosis is desired, which company is selected from among a plurality of companies to be subjected to the detailed diagnosis (step Se5).
  • the measurement data (sensor data) input from the skin condition measuring device 1, the customer ID stored in the smartphone 3, and the data input date and time when the measurement data is input from the skin condition measuring device 1 are transmitted to the data management server 5 (Ste Se6).
  • the customer ID, measurement data, and data input date / time are registered in the skin history database 5b (step Sf1).
  • the skin condition is analyzed based on the measurement data (step Sf2). That is, the approximate measurement data is selected from the measurement data registered in the skin reference value database, and the rank of each item corresponding to the measurement data is determined (step Sf3).
  • the skin analysis result and / or the determined rank are registered in the skin history database 5b (step Sf4).
  • step Sf5 it is determined whether or not detailed skin diagnosis is desired.
  • the measurement data and data are sent to the cosmetic company server. For example, age etc.
  • a server of a detailed diagnosis company such as a cosmetics company (step Sf6).
  • the cosmetic company server After receiving the data transmitted from the data management server 5 (step Sg1), the cosmetic company server transmits a message indicating that the detailed skin diagnosis request has been accepted to the data management server 5 (step Sg2).
  • step Sg2 The detailed skin diagnosis is started.
  • data such as sensor data and detailed skin diagnosis results are exchanged via a communication line.
  • the skin diagnosis contractor is allowed to access the specified part of the skin history database 5b and the specified part of the detailed diagnosis result database 5e, and the skin diagnosis contractor directly accesses these databases 5b and 5e to obtain sensor data.
  • the detailed diagnosis result may be directly written in the detailed diagnosis result database 5e.
  • the data management server 5 receives the above message (step Sf7) and creates display data for displaying the result of the simple diagnosis performed by the data management server 5 on the smartphone 3 (step Sf8). This display data is transmitted to the smartphone 3 (step Sf9).
  • the smartphone 3 receives this display data (step Se7) and displays it on the display of the smartphone 3 as a simple skin diagnosis result (step Se8). Further, when the detailed skin diagnosis is completed in the cosmetic company server which is the server of the skin diagnosis trader (step Sg3), the detailed skin diagnosis result data is transmitted to the data management server 5 (step Sg4).
  • the data management server 5 receives this data (step Sf10), and writes the detailed skin diagnosis result data to the detailed diagnosis result database 5e (step Sf11). Further, data indicating that the detailed skin diagnosis is completed is transmitted to the user of the smartphone 3 (step Sf12). As for the detailed skin diagnosis, the result is notified so that the user can confirm the result on the screen by a detailed result display command. However, the detailed diagnosis result may be sent to the user by e-mail.
  • the smartphone 3 receives the data from the data management server 5 (step Se9), and displays data indicating that the detailed skin diagnosis is completed on the display based on this data as a message on the display of the smartphone 3 (step). Se10).
  • the completed detailed skin diagnosis result can be displayed on the smartphone 3 side when the user goes to the detailed diagnosis result database 5e of the data management server 5 by using the smartphone 3, but the detailed diagnosis result is displayed as data. It is good also as what displays on the smart phone 3 using an email from the management server 5 or the server of a cosmetics company.
  • the skin diagnosis contractor server 61 data is transmitted from the data management server 5 and received to obtain data necessary for detailed skin diagnosis.
  • the skin history database 5b of the data management server 5 or the detailed diagnosis result database 5e may be accessed by directly accessing the designated portion to allow data to be read or written.
  • step Sh1 whether the detailed skin diagnosis result to be displayed is the latest result or the past result is displayed. It is determined whether the detailed skin diagnosis result to be displayed is the latest or the past (step Sh2). If it is not the latest one, the smartphone 3 requests the data management server 5 for date data of past detailed skin diagnosis (step Sh3).
  • the data management server 5 receives the above request (step Si1) and collects date and time data of past detailed diagnosis with reference to the skin history database 5b or the detailed diagnosis result database 5e (step Si2).
  • the collected date and time data is transmitted from the data management server 5 to the smartphone 3 (step Si3).
  • the smartphone 3 receives this date / time data (step Sh4), displays the date and time of the past detailed skin diagnosis on the display, and allows the user to select the date and time (step Sh5).
  • step Sh6 When the user selects the date and time from the date and time screen display, the detailed skin diagnosis result corresponding to the date and time is specified (step Sh6), and the transmission of the detailed skin diagnosis result of the specified date and time is requested (step Sh7). Even when it is determined in step Sh2 that the latest detailed skin diagnosis result is to be displayed, the latest detailed skin diagnosis result is specified in step Sh6, and transmission of the latest detailed skin diagnosis result is requested in step Sh7. become.
  • the data management server 5 receives this request (step Si4), searches the detailed diagnosis result database 5e based on the received data, for example (step Si5), and uses the detailed skin diagnosis result of the designated date and time as advice data. And the recommended cosmetic data are transmitted to the smartphone 3 (step Si6).
  • the smartphone 3 that has received this data (step Sh8) displays the detailed skin diagnosis result (step Sh9). At this time, recommended cosmetics and advice are displayed.
  • step Sj1 it is determined whether or not any of the care esthetics as the skin care device 2 has been worn. It will be in a state of waiting until is installed.
  • the type of skin care device 2 and the product serial number are the same as in the case of the skin condition measuring device 1.
  • step Sj4 it is determined whether or not the skin care device 2 has started driving. It will be in a waiting state. Whether or not driving is started is determined by monitoring the power supply of the skin care device 2.
  • step Sj5 After the skin care device 2 starts driving, it is determined whether or not the skin care device 2 stops driving (step Sj5). If the driving is not stopped, the process returns to the determination of whether or not the driving is stopped to wait for the driving stop. It becomes a state to do.
  • the skin care device 2 stops driving the date and time of driving start and the time from driving start to driving stop are stored in the storage means inside the smartphone 3 (step Sj6).
  • step Sj7 It is determined whether or not the skin care device 2 is removed (step Sj7), and if not removed, it waits for the skin care device 2 to start again. In this state, when the skin care device 2 is removed. Returns to step Sj7 without waiting for the start of driving of the skin care device 2, and determines that the skin care device 2 has been removed. If the skin care device 2 is removed and the communication with the data management server 5 is possible, the drive start date and time and the drive time of the skin care device 2 are transmitted to the data management server 5 (step Sj8). When the communication line with the data management server 5 is not connected, the stored drive start date and time and the drive time are collectively transmitted to the data management server 5 after being connected.
  • the data management server 5 receives the drive start date and time and the drive time of the skin care device 2 (step Sk1), and registers them in the care esthetic database 5c.
  • step S11 the skin improvement status determination (comparison between the latest diagnosis result and the reference day diagnosis result) of menu 5 will be described with reference to the flowchart of FIG.
  • a message is displayed prompting the user to input a reference date for comparison of diagnosis results (step S11).
  • the input reference date is set. If the reference date is not input even after a predetermined time has elapsed, the reference date input when the menu 5 is selected before that is set as the reference date (step S12). That is, if it is determined in step S13 whether or not the reference date has been input (step S13), it is determined that the reference date has not been input even after a predetermined time has elapsed since the menu 5 was selected.
  • the previous reference date stored in the storage means is set (step S15). If the reference date is input before the predetermined time, the input reference date is stored in the storage means inside the smartphone 3 (step S14).
  • the reference date is transmitted from the smartphone 3 to the data management server 5 (step S16).
  • the data management server 5 receives the reference date (step Sm1) and searches the skin history database 5b for the simple diagnosis result data of the received reference date (step Sm2). Next, the latest simple diagnosis result data is searched from the skin history database 5b (step Sm3). Next, it is determined whether or not an option is set (step Sm4). If no option is set, the basic day simple diagnosis result data and the latest simple diagnosis result data are transmitted to the smartphone 3. (Step Sm7).
  • step Sm5 the latest simple diagnosis result but also all the monitoring diagnosis results in the meantime may be searched.
  • step Sm6 the history data of the used cosmetics between the reference date and the date of the latest diagnosis result may be read (step Sm6).
  • Step Sm7 the data of the simple diagnosis results from the reference date to the latest and the history data of the cosmetics used between them are transmitted to the smartphone 3.
  • the smartphone 3 receives these data (step S17), and basically displays the data on the reference day simple diagnosis result data and the latest simple diagnosis result data (step S18). If an option is set (step S19), a simple diagnosis result between the reference date and the latest date is displayed, and a cosmetic use history during this period is displayed (step S10).
  • the data management server 5 refers to the care esthetic database 5c, acquires the use history of the skin care device 2 from the reference date to the date of the latest simple diagnosis, and displays the acquired use history of the skin care device 2 It is good. By displaying the simple diagnosis result of the reference date and the latest simple diagnosis result at the same time, it is possible to know whether the skin condition has improved, has not changed, or has deteriorated.
  • step So1 the skin history display of menu 6 (displaying the skin history from the reference date to the latest skin diagnosis) will be described with reference to the flowchart of FIG.
  • a process for displaying a message prompting the user to input a reference date for comparison of diagnosis results is performed (step So1).
  • the reference date is input by the user (step So2).
  • the reference date input when the menu 6 has been selected previously is set as the reference date. That is, if the reference date is not input even after a predetermined time has elapsed since the menu 6 was selected, the previous reference date stored in the storage means inside the smartphone 3 is set.
  • the input reference date is stored in the storage unit inside the smartphone 3.
  • step So3 it is determined whether or not the reference date is input within a predetermined time (step So3), and when the new reference date is input, the input reference date is stored in the smartphone 3. If it is not input, the reference date previously stored therein is read out and used (step So5).
  • the reference date is transmitted from the smartphone 3 to the data management server 5 (step So6).
  • the data management server 5 receives the reference date (step Sp1), and retrieves and obtains simple diagnosis result data for the period from the received reference date to the latest simple diagnosis result from the skin history database 5b (step Sp2).
  • step Sp3 it is determined whether or not the option is set. If the option is not set, all the simple diagnosis results in the period from the reference date until the latest simple diagnosis result is obtained are determined.
  • Data is transmitted to the smartphone 3 (step Sp6).
  • the data management server 5 refers to the care esthetic database 5c and acquires the use history data of the skin care device 2 from the reference date to the date of the latest simple diagnosis. (Step Sp4). If an option is set, the history of the used cosmetics between the reference date and the date of the latest diagnostic result is acquired as an option with reference to the used cosmetics history database 5d (step Sp5). .
  • the data of the simple diagnosis results from the reference date to the date of the latest simple diagnosis, and the history of the skin care device 2 and cosmetics used between them. Is transmitted to the smartphone 3.
  • the smartphone 3 receives these data (step So7), and displays all simple diagnosis results between the reference date and the date of the latest simple diagnosis as a history in a time series, for example, as a graph (step So8). Further, it is determined whether or not an option is set (step So9). If the option is set, the use history of the skin care device 2 and cosmetics during this period is displayed (step So10).
  • the transition of the skin condition can be known, and the effects of the cosmetics and the skin care device 2 can be determined.
  • a detailed diagnosis result may be acquired instead of the simple diagnosis result and displayed on the smartphone 3. In this way, it is possible to determine whether or not the skin condition has improved by looking at the measurement data and analysis results as data arranged in time series.
  • image data as measurement data sequentially, it can be displayed as a moving image, but there is a high possibility that the number of data is small.
  • the skin change can be seen as smooth image data.
  • the skin condition is not always kept in a good state, and the skin condition may be temporarily deteriorated. For example, pores may become noticeable in summer. In such a situation, there is a case where he / she does not like to see an enlarged image of his / her skin.
  • by sequentially displaying the image data as described above it is possible to cut the image data at a time when the skin condition is not good when the change with time of the skin is easily understood. In this case, by applying morphing to the image data before and after the cut image data, it is difficult to understand even if some image data is cut.
  • the smartphone 3 is provided with a storage area for storing control data of the skin care device, and the user can update the control data by changing the setting. For example, the user can arbitrarily set the output level of the skin care device.
  • the data management server 5 can access the control data stored in the storage area, and can be controlled from the data management server.
  • the user is the type of cosmetics input from the smartphone 3, for example, foundation, milky lotion, lotion, etc. (step Su1).
  • a cosmetic name is input (step Su2).
  • the type of cosmetic is input again.
  • the input data and customer ID are transmitted to the data management server 5.
  • the data management server receives the input data (step Sv1), and stores the cosmetic name and data input date in the storage area corresponding to the customer ID of the used cosmetic history database 5d.
  • step Sq1 the user ID and password are input from the contractor client 6 such as a cosmetic company.
  • search conditions are input (step Sq2).
  • a search condition key is input.
  • the search condition here includes the above-described search items.
  • the search condition (search condition key, search condition formula) is, for example, “age is 30 to 40”.
  • the search item is combined with a range of data that becomes a search item for narrowing down the data.
  • the combination with the search item is not limited to the range of data to be the search item, and may be any condition that can narrow down the data, and may be, for example, a keyword.
  • search for keywords such as cosmetic type, cosmetic name, and cosmetic manufacturer name in order to narrow down cosmetics.
  • output request data (a type of data to be output) for requesting to output data under the above-described search condition is input (step Sq3).
  • the input user ID, password, search condition, and output request data are transmitted to the data management server 5 (step Sq4).
  • the data management server 5 receives the above data (step Sr1), and performs user ID and password authentication processing (step Sr2).
  • the authentication result is determined (step Sr3), and if the authentication is not successful, an error message indicating that the authentication was not successful is created (step Sr9).
  • the user ID and password are authenticated, whether or not the received search condition is a search condition permitted for the user as the secondary user of the data is used in the data secondary user access right management database 5h. Collation with reference to the person search level (step Sr4).
  • the collation result is determined (step Sr5), and in the case of a search condition that is not permitted as a result of the collation, an error message corresponding to the collation result is created (step Sr9). If the search condition is collated, next, it is collated by referring to the user accelerator level whether or not the input output request is data of the access level permitted for the secondary user (step Sr6). ). The collation result is determined (step Sr7), and if the collation is not performed, an error message corresponding to the collation result is created (step Sr9).
  • the search is performed based on the collated search condition, data requested as output request data is acquired from each database (step Sr8), and the acquired data is transmitted (step Sr8). Sr10). In addition, if it is not verified at any stage, the created error message is transmitted.
  • the secondary user terminal receives the data (step Sq5), determines whether the data is an error message (step Sq6), and displays an error message if there is an error (step Sq7).
  • the data is displayed on the screen, or the data is output and stored as a file (step Sq8).
  • the secondary user of measurement data or the like obtains data within the range of the data type set at the access level using the search condition key (eg, search item + search range) set at the search level. can do. That is, it is possible to acquire and use data corresponding to the cost.
  • the search condition key eg, search item + search range
  • step Ss1 a modification of data acquisition by a secondary user of data.
  • the operator is allowed to input a user ID and a password (step Ss1).
  • the input user ID and password are transmitted to the data management server 5 (step Ss2).
  • the data management server 5 receives the user ID and password (step St1), and performs authentication (collation) processing of the user ID and password (step St2). It is determined whether or not collation has been performed (step St3). If the collation has not been performed, a corresponding error message is created (step St4).
  • the search condition key permitted for the secondary user is extracted by referring to the data secondary user access right management database 5h based on the customer ID corresponding to the user ID (step St5). ).
  • the data secondary user access right management database 5h is searched by the customer ID, and the data item (type) that can be accessed by the secondary user is extracted (step St6).
  • the extracted search condition key and data item are set in the data table (step St7).
  • the above error message or data table is transmitted to the contractor client 6 (step St8).
  • the contractor client 6 receives an error message or a data table (step Ss3).
  • step Ss4 It is determined whether or not an error message has been received (step Ss4). If there is an error, an error message is displayed (step Ss5). If there is no error, the permitted search condition key (search item) and accessible data items are displayed on the display of the contractor client 6 (step Ss6).
  • the display screen 85 corresponding to search level 1 in Table 11 or the display screen 86 corresponding to search level 2 is shown. Is displayed on the display of the contractor client 6.
  • the display screen 85 and the display screen 86 by selecting a search item for inputting a search condition, the display screen 85 and the display screen 86 are switched to an image for inputting the condition to the selected search item, and the user can input.
  • the search items that are not permitted at the search level 1 but are permitted at the search level 2 are displayed only on the display screen 86 of the search level 2 and are not displayed on the display screen of the search level 1.
  • the search level 1 is not permitted, the search level 2 is not allowed to input conditions into the search items, an error does not occur, the operator can operate easily, and the search condition input processing is performed. It can be simplified.
  • the display screen 87 corresponding to the access level 1 in Table 11 is displayed.
  • a display screen (not shown) corresponding to access level 2 or a display screen 88 corresponding to access level 3 is displayed. That is, a screen for designating data output items according to the access level is displayed by the user.
  • the data item when there is no data block item classified by the access level, the data item is not displayed and the data item cannot be selected.
  • the data item is selected on the access level display screens 87 and 88, the data selected on the display screens 87 and 88 among the searchable (extractable) data by inputting the search condition to the search items described above. Only item data is output. In this case as well, there is no error in the data item to be output, and the operator's operation can be facilitated and the search condition input process can be simplified.
  • the search condition key and the output request data in the range of the data item are input (step Ss7), and the input data is transmitted to the data management server 5 (step Ss8).
  • the data management server receives this data (step St9).
  • the data management server 5 acquires data of the data item that matches the search condition and is permitted to access from each database (step St10). .
  • the transmitted data is transmitted to the contractor client 6 (step St11).
  • the contractor client 6 receives the above-mentioned data (step Ss9), and displays the received data on the display of the contractor client 6 or outputs and stores it as a file (step Ss10).
  • the data of the data item authorized by the access right is obtained within the range of the retrieval condition key set in the same manner as described above, and the available retrieval condition key and the data item authorized to be accessed are displayed. As a result, errors can be reduced.
  • This process is a process in which the user registers cosmetics to be used in the used cosmetic history database 5d by using the registered cosmetic database 5p in which the cosmetic data is registered.
  • the user activates the dedicated application 5j of the smartphone 3 and selects cosmetic registration from the menu.
  • the smartphone 3 performs a process of displaying the cosmetic registration screen 71 shown in FIG.
  • a button switch for starting a barcode scanner program using the digital camera of the smartphone 3 is displayed and an input screen for keyword search is displayed (step A1).
  • the digital camera of the smartphone is activated, the barcode can be photographed, the barcode is recognized by image recognition, and the user captures the coverage of the digital camera.
  • the barcode is recognized and the barcode is photographed (step A3).
  • the captured barcode pattern is converted into a character string (numeric string) by image recognition processing.
  • This numeric string is a JAN code, and the JAN code is extracted from the bar code (step A4).
  • the manufacturer, product, etc. indicated by the JAN code may be specified based on the JAN code, but the analysis of the JAN code is preferably performed on the management terminal side of the data management server.
  • a search command for instructing the search of the registered cosmetic database 5p by JAN code or keyword is transmitted to the data management server 5 (management terminal thereof) (step A6).
  • a keyword corresponding to each item determined as shown in the cosmetic registration screen 71 may be input, or a keyword may be input regardless of the item.
  • the management terminal receives the JAN code or keyword and the search command from the smartphone 3 (step B1).
  • the sent search result is received by the smartphone 3 (step A7). In this case, it is determined whether or not there is more than 0 information indicating cosmetics as a search result, that is, whether or not there is one or more searched cosmetics, or whether or not the unregistered determination means could not be searched (step A8). .
  • step A9 a selection display screen. In this screen, even if there is only one searched cosmetic product, it may be different from the cosmetic product the user is trying to register, so that the user can select it.
  • the smartphone 3 determines whether the user has selected one cosmetic on the selection display screen or whether the user has selected that there is no cosmetic to be registered (step A10).
  • the JAN code product code
  • the JAN code is obtained when the registered cosmetic database 5p is searched.
  • step A8 if there is no searched cosmetic, the smartphone 3 outputs a message indicating that the cosmetic that the user is trying to search for is not registered in the registered cosmetic database 5p (step A12).
  • a user registration screen 73 for registration by a user of unregistered cosmetics that could not be searched is displayed on the smartphone 3 as an unregistered cosmetics specific information input means (step A13).
  • step A10 when there is no product to be registered in the search result, the process proceeds to step A13, and the user registration screen 73 is displayed.
  • Items that can be registered by the user on the user registration screen 73 are, for example, a category, a manufacturer name, a brand name, a JAN code, a capacity, and the like as the above-described user input permission items of the registered cosmetic database 5p.
  • the user inputs data into cosmetics input items (step A14),
  • the input data for each item and a new cosmetic registration command for instructing data registration of unregistered cosmetics are transmitted to the management terminal (step A15).
  • the input of the JAN code is essential when the user inputs data of each item. Note that the above-described bar code scanner function may be used for inputting the JAN code.
  • the management terminal receives the item data entered by the user and the new cosmetic registration command (step B4).
  • the received data is registered in the registered cosmetic database 5p of the data management server 5 by the management terminal (step B5).
  • the cosmetic manufacturer management database 5q is searched based on the cosmetic manufacturer or JAN code registered as described above, and is registered with the manufacturer's person in charge based on the manufacturer's e-mail address, person in charge, etc.
  • An email that prompts the user to enter cosmetic information in the cosmetic database is transmitted (step B6).
  • the message etc. at this time is a message prepared by adding the manufacturer name, the name of the person in charge, etc. and the JAN code of the cosmetic product to be registered. Further, the manufacturer ID and the manufacturer password for permitting access to the registered cosmetic database 5p are included in the e-mail message. As a result, the person in charge of the manufacturer can access the registered cosmetics database 5p, and access (writing, deletion, etc.) to data of cosmetics other than the manufacturer's cosmetics corresponding to the manufacturer ID is prohibited. ing.
  • the JAN code of the newly registered cosmetics is displayed on the smartphone. 3 is transmitted.
  • a screen 74 displaying a message indicating the completion of registration is displayed.
  • a write command for instructing to write cosmetic data to be registered in the used cosmetic history database 5d The user ID of the user, the cosmetic category data, and the JAN code as the cosmetic product code are transmitted to the management terminal (step A16).
  • the management terminal that has received these data from the smartphone 3 (step B7) writes the received product code in the received customer ID record in the used cosmetic history database 5d (step B8), and stores the cosmetic product in the used cosmetic history database 5d. Data indicating that the registration is completed is transmitted to the smartphone 3.
  • the smartphone 3 displays a message indicating that registration of the cosmetics (purchased cosmetics) used by the user has been completed (step A17). At this time, the display screen 75 for displaying the cosmetics registered in the used cosmetics history database 5d can be displayed on the smartphone.
  • the person in charge of sending a cosmetic manufacturer's e-mail is a public relations representative, it is considered as part of the public relations that the data of their products can be placed in a database that can be seen by many people, There is a high possibility of registering data of own products in the registered cosmetic database 5p.
  • the data management server 5 side can know that there is an unregistered cosmetic product, and can request the manufacturer to register the data of the unregistered cosmetic product.
  • cosmetic data is highly likely to be input accurately by a manufacturer who can know the cosmetic data, and the operator on the data management server 5 side needs to input cosmetic data that is newly registered. Disappear.
  • the operator or administrator of the data management server 5 sequentially registers the data of unregistered cosmetics such as new products in the registered cosmetic database 5p without performing maintenance work for updating the data in the registered cosmetic database 5p. As a result, the management cost can be reduced.
  • the user skin history display processing is graphed in time series for each item of the detailed diagnosis results (simple diagnosis results may be used) as points registered in the detailed diagnosis result database 5e, and in the same time series
  • the data (product name, etc.) of cosmetics used in the care chart database 5o are displayed.
  • the time axis of the graph and the time axis of the cosmetics used are made the same, so that the relationship between the change in the skin condition and the cosmetics used can be easily seen.
  • the cosmetics input screen 76 is displayed on the smartphone 3 by selecting a care chart from the menu of the dedicated application 5j of the smartphone 3 and selecting a care input from the menu screen of the care chart.
  • the product name and check box of the cosmetics for which the end date of use of cosmetics registered in the used cosmetic history database 5d is not entered for each category such as cosmetic face wash, makeup remover, lotion, etc. Is displayed.
  • the user can input the used cosmetics by touching the registration button after touching the check box corresponding to the used cosmetics.
  • the daily cosmetics can be divided into morning and night, and the cosmetics used in the morning and the cosmetics used at night can be input separately on the same date.
  • the scheduler function 78 can display the cosmetics used on the day separately for morning and night by touching the past date on the calendar.
  • the cosmetics input screen 76 may be displayed before or after the diagnosis, or when the data is input on the input screen 76, the skin camera shooting program may be activated.
  • the user may always be automatically registered in the care chart database 5o as a cosmetic being used in the cosmetics registered in the used cosmetic registration database.
  • the morning set and the night set may be stored internally and set so as to be automatically registered in the care chart database 5o every day. In these cases, only when the care is not performed or when a cosmetic product different from the normal set is used, the corresponding date on the scheduler function calendar is touched to correct the contents of the care chart database 5o. Also good.
  • the user skin history display process is performed using the care chart database 5o in which the cosmetics to be used are registered and the skin image simple diagnosis result or the detailed diagnosis result database 5e in the skin history database.
  • the smartphone 3 sends, for example, a skin history database to the management terminal of the data management server 5.
  • a transfer request command for requesting transfer of data on the cosmetics used for three months is transmitted to the management terminal of the data management server 5 together with the customer ID (step C1).
  • the requested data period is not limited to the past three months, and may be, for example, the past half year or the past year. Further, as will be described later, the period of data requested by the user may be settable.
  • the detailed diagnosis result may be retrieved from the detailed diagnosis result database 5e.
  • the management terminal that has received the transfer request command corresponds to the time series of points as detailed diagnosis results of texture, stains, etc. for a specified period (3 months) based on the customer ID from the skin history database 5b. And copy it to the data table (step D2).
  • the cosmetic data (JAN code) used in the specified period is copied in time series to the data table (step D3). .
  • the registered cosmetic database 5p is searched, and data such as the manufacturer name, brand name, and appearance photograph of the cosmetics linked to the JAN code are retrieved. Copy to the data table in association with each cosmetic (JAN code) (step D4).
  • the data table in which the data extracted from each database as described above is copied is transmitted to the smartphone 3 (step D5).
  • step C2 the score of the detailed diagnosis result is plotted on the vertical axis for each item such as texture and stain, and the date (time axis)
  • step C3 A graph (line graph) with the horizontal axis as the horizontal axis is displayed (step C3).
  • step C3 A graph (line graph) with the horizontal axis as the horizontal axis is displayed (step C3).
  • step C3 A graph with the horizontal axis as the horizontal axis is displayed (step C3).
  • the period of use is shown for each cosmetic (for each cosmetic category) along the horizontal axis (date) of the detailed diagnosis result graph.
  • Display is performed (step C4).
  • a detailed diagnostic result as a result of analysis as a result of the grau display is in a state in which the analysis result data is arranged in a time series, and the display screens 79 and 80 are a time series display of the analysis result data.
  • a band for each cosmetic category is displayed in parallel with the horizontal axis, and the display is performed by coloring the usage period and the unused period.
  • the color of the period indicated by the band can be different for each cosmetic.
  • the display of the morning detailed diagnosis result and the cosmetics used and the night detailed diagnosis result and the cosmetics used can be cut off. It is like that.
  • the average of the morning and night diagnosis results may be displayed as a graph of the diagnosis result scores as the diagnosis result of the day.
  • the cosmetic product used at that time The name, price, release date, ingredients, etc. are displayed in a pop-up.
  • the diagnosis result is displayed as a graph as the analysis result data
  • the usage period of the cosmetic product is displayed as a band
  • the product name indicating the cosmetic product is displayed in a pop-up, so the analysis result data and the cosmetic product are displayed.
  • the cosmetic data is displayed in parallel.
  • the skin history display period is changed by a pinch-in / pinch-out operation that shortens or lengthens the distance between fingers while touching the screen with two fingers. It is supposed to be.
  • the data of the default display for three months is not transmitted from the data management server 5 side, but data longer than the default display period, for example, data for one year is managed by the management terminal of the data management server 5
  • the data management server 5 side does not request the data transmission again, but has already been transmitted.
  • the skin history from 4 months to 12 months may be displayed using the data for one year.
  • the display processing is started after receiving the data of the default display for 3 months and received in parallel from the remaining 4 months to 12 months, the management of the smartphone 3 and the data management server 5 is performed. It is possible to prevent a relatively long waiting time from occurring due to communication and processing with the terminal. Note that data transferred at this time with the measurement condition flag added thereto is excluded. Interpolation processing is performed on the data in the meantime based on the data before and after that, and a smooth-shaped graph can be obtained.
  • the skin history display method includes, for example, a process of comparing and displaying today's diagnosis results and diagnosis results of any date in the past. It is possible. As shown in FIG. 22, a comparison display screen 81 is displayed, and the latest measurement data, for example, the data of today (or yesterday is acceptable) and the specified past data can be compared and displayed for comparison.
  • the data that can be compared are the skin image of the texture and the stain by the skin camera, the score of the detailed diagnosis result (or the simple diagnosis result), and the advice at the time of the detailed diagnosis. Since the data is input in the morning and night as described above, the morning and night data is displayed for today and the past date.
  • the above-described display data transfer of the skin history database 5b or the detailed diagnosis result database of today or yesterday (basically, the latest date on which data is input) from the smartphone 3 is performed.
  • the management terminal is requested to transfer the displayed data registered in the skin history database 5b of the past date or the detailed diagnosis result database input to the smartphone 3 by the user.
  • the management terminal extracts two corresponding date data from the skin history database 5 b of the data management server 5 and outputs them to the smartphone 3.
  • the comparison display screen 81 (comparison display) shown in FIG. 22 described above can be displayed on the smartphone 3 as the simultaneous comparison means. According to such a display, for example, it becomes possible to easily compare the skin condition one month ago, six months ago, or one year ago with the current skin condition, and whether or not the skin condition has improved. Can be easily determined by the user.
  • the effect confirmation process for the designated cosmetic will be described. This process is performed during the period of use of the cosmetic in the skin history database 5b of another user of the same skin type among other users who are using cosmetics that the user is using or may be using.
  • the data of the detailed diagnosis result (simple diagnosis result) of the skin condition for a predetermined period such as the first three months is displayed.
  • the user activates the dedicated application 5j of the smartphone 3 and selects the effect confirmation of the cosmetic from the menu.
  • the smartphone 3 performs a process of displaying the cosmetic selection screen (including a target person narrowing screen described later) 83 shown in FIG. 23 (step E1).
  • the screen changes to a cosmetics selection screen (list display) (not shown) to prompt the user to select.
  • Cosmetics may be selected using the cosmetic input screen described in the flowchart of FIG.
  • the user specifies a cosmetic using a selection screen or the like for at least one category of cosmetic on the cosmetic selection screen 83, and the smartphone 3 stores the cosmetic (step E2).
  • the cosmetic selection screen 83 the product name (brand name) of cosmetics can be input for each category, and a plurality of cosmetics of different categories can be input.
  • the target person narrowing-down screen is displayed as a part of the above-described cosmetic selection screen (step E3).
  • the narrowing-down conditions here are the age (age) and residence of the subject. It should be noted that the processing can be continued without inputting narrowing conditions.
  • the target narrowing screen although it is not included in the input items, it is a condition that the target person is in principle the same skin type as the user, and is narrowed down by the skin type.
  • the narrow-down conditions input by the user are stored in the smartphone 3 (step E4).
  • the smartphone 3 transmits the above-described cosmetic specific data (for example, manufacturer name and brand name), the target person narrowing condition, and the current skin type of the user, which are input and stored, to the management terminal (step E5). ).
  • an ID that can identify the user such as a customer ID is used for authentication, and authentication is performed as described above without transmitting the skin type.
  • the skin type may be obtained from the detailed diagnosis result database 5e in which the skin type is registered on the data management server 5 side or the skin history database 5b including the detailed diagnosis result data using the user ID of the user.
  • the cosmetics selection screen (target person narrowing down screen) 83 shown in FIG. 23 it is possible to select items to be displayed among the items of the detailed diagnosis result by the on / off button, but the diagnosis result displayed as a graph can be selected. All items of the data are transmitted from the management terminal, and the items to be displayed can be selected on the smartphone 3 side.
  • the management terminal receives the data transmitted from the smartphone 3 as part of the data management server 5 (step F1).
  • the management terminal as the user extracting means, first, using the used cosmetics history database 5d, a customer ID that uses or has used the cosmetics entered by the user is searched. When a plurality of cosmetics are input, the customer ID (subject group) is narrowed down by AND search. Further, the customer personal information management database 5a is searched with the customer ID and the input age and place of residence as a narrowing condition, and the target person set is further narrowed down (step F2).
  • the use period from the use start date of the cosmetics entered by the user in the narrowed down target user's use cosmetics history database 5d to the use end date (current if the use end date is not registered) is obtained.
  • the use end date is obtained from the use start date of the continuous period as the use period.
  • requires a use period from the use cosmetics for every date in the narrowed down care chart database 5o of the subject.
  • the period including the unregistered date is used if the same cosmetic is used before and after that date.
  • the display period of the diagnosis result is determined from the usage period of the subject (step F3). In this case, for example, it may be an average of the usage period of the target person, or may be a usage period including a predetermined percentage of the target person such as 80%.
  • the default display period is the display period obtained as described above, but is the obtained display period.
  • the display period can be changed by an operation such as pinch-in / pinch-out. Yes.
  • the score (rank, deviation value) of the detailed diagnosis result in the set display period is extracted from the skin history database 5b.
  • the simple diagnosis result or the detailed diagnosis result data of the skin history database from the use start date to the use end date of the use cosmetic history database 5d is read.
  • a data table is created in which the read data is associated with the time series (date-based time axis) with the data on the use start date as the head (step F4). It should be noted that data with the above measurement condition flag added to the data at this time is not registered in the table.
  • the average of the score of the morning diagnosis result and the score of the night diagnosis result is taken for each date and for each item.
  • the average of points for every day from the use start date of all subjects is obtained.
  • a data table along the time axis corresponding to the number of days from the use start date is created based on the obtained average score.
  • This data table is an average of each score of all the narrowed down subjects arranged in time series. Data for displaying this data table as a graph on the smartphone 3 is registered. This data table is transmitted to the smartphone 3 by the management terminal as the rank transmitting means (step f5).
  • FIG. 25 is a graph using the received data table with the horizontal axis as the time axis and the vertical axis as the average score, and as shown in the graph display screen 84 of FIG. Each is displayed as a line graph along the time axis.
  • the average of the morning score and the night score on the same date was taken, but in addition to the morning and night average graph display, the morning score graph display and the night score graph display The display may be switched to enable display.
  • the score of the diagnosis result only in the morning or only at night the score of the morning or night is set as the score of the day instead of the average of morning and night.
  • the score may be interpolated from the scores of previous and subsequent dates.
  • the number of subjects (proportion) within the predetermined range for changes in the score over time the number of subjects (proportion) for which the change over time in the score exceeds the predetermined range, and It is also possible to display the number (ratio) of subjects who have a tendency to change with the passage of time and fall.
  • the user can know how the skin diagnosis results change when the same target person as his / her skin type uses the designated cosmetics.
  • the designated cosmetic if it is currently used, it can be used as a reference for determining whether to use it continuously or to replace it with another cosmetic.
  • it in the case of cosmetics for which the designated cosmetics are not yet used and are considering whether or not to purchase, it can be used as a reference for whether or not to purchase.
  • the user wants to delete the analysis result data, for example, when the analysis result data is lower than the previous analyst or data, and the cause is, for example, too much sun, especially tired This is a case that seems to be a measurement problem such as a problem in the situation, an operation error of the skin condition measuring apparatus 1 or a difference in measurement conditions.
  • a simple diagnosis result (may be a detailed diagnosis result) as analysis result data is displayed as shown in FIG.
  • a button (key) 92a for instructing to delete the simple diagnosis result from the skin history database 5b is displayed on the display screen 90a.
  • the display area 91a of the display screen is an area for displaying the acquisition time of the diagnosis result.
  • the acquisition time is today
  • the display area 91a is displayed as a result of today, and when the acquisition time is in the past as shown in FIG.
  • the past date is displayed in the display area 91b of the display screen 90b. This past result is output when the user designates a specific date from the calendar screen of FIG.
  • the non-display process is started by touching the above button 92a.
  • the button 92 a is touched, a signal instructing the start of the non-display process is transmitted from the smartphone 3 to the data management server 5.
  • diagnosis result analysis result data
  • the non-display process for preventing the skin image simple diagnosis result and the skin image from being viewed from the smartphone 3 is started.
  • the signal transmitted from the smartphone 3 to the data management server 5 instructs to delete the skin image simple diagnosis result obtained today from the display of the smartphone 3.
  • a simple transpiration meter diagnostic result and a simple melanin diagnostic result are registered in the skin history database 5b as simple diagnostic results.
  • a skin image deletion flag can be set corresponding to the skin image simple diagnosis result
  • a transpiration meter data deletion flag can be set corresponding to the transpiration meter simple diagnosis result
  • melanin The melanin meter data deletion flag can be set in correspondence with the total simple diagnosis result.
  • the non-display process of the simple diagnosis result of the transpiration meter and the simple diagnosis result of the melanin is performed by touching the above-mentioned “delete from history” buttons 92a and 92b displayed on the respective diagnosis result display screens. As a result, the abnormal value processing of the melanin simple diagnosis result is started.
  • a skin image deletion flag is set for the skin image simple diagnosis result of the current day based on a signal transmitted from the smartphone 3 by touching the buttons 92 a and 93 b described above.
  • the buttons 92a and 92b displayed on the display screen of the simple diagnosis result of the transpiration meter and the simple diagnosis result of the melanin are touched, the transpiration meter data deletion flag and the melanin meter data deletion flag are set, respectively.
  • Each flag can be set not only for the diagnosis result of the day but also for the past diagnosis result.
  • the display of the past diagnosis result is displayed from the smartphone 3 in the data management server 5.
  • a “delete from history” button 92 b similar to the display of today's diagnosis result is displayed, and by touching this button 92 b A signal instructing a non-display process for prohibiting display of any one of the past skin image simple diagnosis results, the transpiration meter simple diagnosis results, and the melanin simple diagnosis results from the smartphone 3 to the data management server 5 Sent.
  • the data management server 5 receives the diagnosis result (in which the flag is set in the diagnosis result output to the smartphone 3 when the smartphone 3 side requests display of each diagnosis result) ( It is determined whether or not there is (analysis result data), and processing for preventing transmission of the diagnosis result with the flag set to the smartphone 3 is performed. In this case, the measurement result corresponding to the diagnosis result that is not displayed may not be displayed.
  • the diagnosis result instructing deletion from the history as described above is not displayed on the smartphone 3.
  • the smartphone 3 instructs the deletion from the data history.
  • it is not deleted from the skin history database 5 b, is used for statistical processing of diagnosis results, and can be output to the contractor client 6 when retrieved from the contractor client 6.
  • the abnormal value processing is performed by, for example, the data management server 5 regardless of the user's operation, and when the diagnosis result as the analysis result data is acquired, the diagnosis result (skin image simple diagnosis result, transpiration meter) If the value of the simple diagnosis result or melanin simple diagnosis result) is an abnormal value, and if it is determined to be an abnormal value, the analysis result data as the diagnostic result and the measurement analyzed when obtaining the data The data is deleted from the skin history database 5b. In addition, when an abnormal value is used for statistical processing or the like, it may adversely affect the statistical processing result.
  • an abnormal value is determined when the value of the previous diagnosis result exceeds the preset allowable range ⁇ on the plus side and the minus side. Further, as a method for determining an abnormal value, an abnormal value may be used when a value that is interpolated from a plurality of past diagnosis result values exceeds an allowable range ⁇ on the plus side and the minus side.
  • the diagnostic result value is determined to be abnormal, so the diagnostic result value is not stored in the skin history database, and this is notified to the user via the smartphone 3.
  • Such an abnormal value process can improve the accuracy of the diagnosis result data.
  • the digital camera of the smartphone 3 equipped with the skin photographing conversion lens 1a (shown in FIGS. 30 and 31) was used for photographing the above-described texture diagnostic image, spot diagnostic image, skin image, and the like.
  • the dedicated application 5j transmits image quality data for each model of each smartphone 3 to the skin history database 5b.
  • the image quality data is, for example, resolution.
  • the resolution may be, for example, the effective number of pixels of the image sensor or the number of pixels of the captured image data.
  • each image is converted into image quality data of a predetermined diagnosis / analysis item to perform diagnosis / analysis. For example, if the skin image has a low resolution with respect to the image quality data that is the subject of skin diagnosis, the resolution is improved by super-resolution technology to perform diagnostic analysis. Resolve and perform diagnostic analysis.
  • the above description is a method of registering image data and image quality data of the image in D / B such as the skin history D / B inside the server.
  • D / B such as the skin history D / B inside the server.
  • an image registered in the skin history D / B is registered.
  • the image quality may be determined in advance, and when an image is sent from the user, the image quality may be converted into an image quality determined by an application in the smartphone or a program in the server and registered in the D / B. In this case, the image quality data may be unnecessary as the D / B item.
  • this method will be described.
  • the conversion lens 1a for skin photographing is attached to the digital camera of the smartphone 3, and the above-described texture diagnosis image, spot diagnosis image, skin A skin image such as an image is photographed using a digital camera provided in the smartphone 3, image data of each photographed image is sent to the data management server 5, and skin condition diagnosis / analysis is performed using these image data.
  • the image is taken by a skin photographing camera with a built-in camera such as USB or wireless such as Bluetooth / WiFi to a smartphone, and the image data of each photographed image is sent to the data management server 5, and these image data are used. Diagnose and analyze skin condition.
  • the former will be mainly described.
  • the resolution (number of pixels) of the image data is unified to a predetermined resolution for each type of image (texture diagnosis image, spot diagnosis image, etc.) registered in the data management server 5.
  • the system in FIG. 30 is a type having image quality conversion means on the server side
  • the system shown in FIG. 31 is a type in which each smartphone is provided with an image quality conversion processing function in an application transmitted from a server, and has an image quality conversion means inside the smartphone.
  • the general number of pixels of the digital camera mounted on the smartphone 3 for example, 5M (2560 ⁇ 1920) pixels, 8M (3264 ⁇ 2448) pixels, 13M (4128 ⁇ 3096) pixels, and the like are known. Yes. Note that the number of pixels of the digital camera of the smartphone 3 is on an increasing trend, and a smartphone 3 equipped with a camera having a pixel number larger than 13 M pixels is also on the market.
  • the range of skin to be photographed using the conversion lens 1a is defined.
  • an image corresponding to a predetermined skin region in the photographed image is cut out for diagnosis / Used for analysis.
  • the image is cut into a square.
  • a 1004 ⁇ 1004 range is cut, in the case of 8M pixel, a 1265 ⁇ 1265 range is cut, and in the case of 13M pixel, 1600 is cut.
  • a range of ⁇ 1600 is cut out.
  • the same conversion lens 1a is used to cut out the image data of the size as described above with a camera of each pixel number and used for diagnosis / analysis, the image data of the skin range of approximately the same size with different resolutions is obtained. Obtainable.
  • an image captured and cut out is used. Decrease the number of pixels in the data to reduce the number of pixels, or increase the number of pixels in the image data using interpolation or super-resolution, so that the number of pixels in the image data cut out And
  • image data having a resolution of 1024 ⁇ 1024 between the case of 5M pixels and the case of 8M pixels is unified.
  • image data having a resolution of 1024 ⁇ 1024 between the case of 5M pixels and the case of 8M pixels is unified.
  • the resolution of image data is increased by interpolating pixels using various image interpolation methods such as a nearest neighbor method, a bilinear method, and a bicubic method.
  • the resolution (number of pixels) required for diagnosis / analysis using skin image data is the lowest resolution (number of pixels) generally used in cameras mounted on the smartphone 3, for example, 5M.
  • the number of pixels of the image data in a predetermined range cut out from the image captured by the camera with the lowest resolution as described above may be used as the number of pixels for unifying the image data.
  • 1004 ⁇ 1004 may be used as the resolution for unifying the number of pixels in the predetermined range in the case of 5M pixels.
  • the data amount is required to be 2 (it is advantageous for calculation if it should be 2). X1024.
  • the number of pixels in the predetermined range in the case of 5M pixels may be 1024 ⁇ 1024, which should be 2, instead of 1004 ⁇ 1004.
  • the conversion lens 1a when the conversion lens 1a is set in a 5M pixel camera, it is necessary to be able to photograph a range of 1024 ⁇ 1024.
  • the processing is slower when the number of pixels is increased than when the number of pixels is reduced. Since the image data with the uniform number of pixels is stored in the skin history database 5b, the smaller the number of pixels of the image data, the smaller the storage capacity, and for diagnosis / analysis or pre-processing thereof.
  • image processing is required, the smaller the number of pixels, the faster the processing. For example, when unifying the number of pixels in the image data captured by the camera of each smartphone 3, diagnosis using skin images is possible. A smaller number of pixels is preferable if it is the number of pixels necessary for analysis. Therefore, as a resolution of a camera generally used in the smartphone 3, it is preferable to determine the number of pixels for unification based on the lowest 5M pixel camera.
  • the image is reduced using the thinning method.
  • the number of pixels is reduced by using a thinning method such as a nearest neighbor method or an area average method (average pixel method, integration method).
  • Image quality conversion processing for converting image data obtained by setting the conversion lens 1a on the camera of such a smartphone 3 into image data having a unified number of pixels regardless of the number of pixels of the camera of each smartphone 3. May be performed on the data management server 5 side or may be performed on the smartphone 3 side.
  • the number of pixels is decreased or increased in order to unify the number of pixels of the image data captured by the above-described smartphone 3 camera on the data management server 5 side.
  • image quality conversion means 5s for performing image quality conversion processing. That is, the image quality conversion process described above is performed by the image quality conversion process program executed on the data management server 5 side.
  • image data for skin condition diagnosis / analysis taken from the smartphone 3 and image quality data indicating the number of pixels are sent to the data management server, and image quality conversion processing by the image quality conversion means 5s, for example, image A square range is cut out from the data, and the number of pixels in the cut out portion is converted into, for example, 1024 ⁇ 1024 as a predetermined number of pixels, and the image data subjected to the image quality conversion is stored in the skin history database 5b.
  • the skin image data stored in the skin history database 5b differs from the case where both the image quality data and the skin image data before image conversion are stored in the skin history database 5b. Note that even when image quality data and skin image data before image quality conversion are registered in the skin history database 5b, skin image data that may differ depending on the camera of the smartphone 3 during diagnosis and analysis of the skin image data.
  • the above-described image conversion process for unifying the number of pixels is performed, and the data management server 5 has image quality conversion means 5s as shown in FIG.
  • the above-described image quality conversion processing may be performed on the smartphone 3 side, and image quality conversion means 3f for performing the above-described image quality conversion processing may be provided on the smartphone 3 side.
  • the function as the image quality conversion means 3f can be executed by a program for performing the image quality conversion process described above as a part of the dedicated application 5j.
  • Image quality conversion processing is performed on the smartphone 3 side, and the image data is cut into squares as described above, and the unified image number is sent to the data management server 5 and registered in the skin history database 5b. In addition, it will be used for analysis and diagnosis of skin condition.
  • the number of pixels of the image data used in the processing becomes all the same, and the above processing is performed. It can be simplified, and the difference in the number of pixels in the image data can be prevented from affecting the diagnosis / analysis result.
  • the diagnosis / analysis result may differ depending on the difference in the number of pixels of the photographed skin image data, but the number of pixels of the image data to be diagnosed / analyzed is aligned. Diagnosis of skin in the same state. It can suppress that an analysis result changes.
  • the image data required for the diagnosis / analysis process It is no longer necessary to handle image data having a resolution that is greater than the resolution of the image, and the storage capacity of the skin history database 5b can be reduced, and the load on the data management server 5 can be reduced by image processing or the like. .
  • the resolution of the camera may differ depending on the smartphone 3. Diagnosis and analysis of skin image data can be performed without problems.
  • the skin condition measuring device 1 as a skin camera dedicated to skin photography is connected and used by a communication means such as USB, if a skin camera of the same standard is used, data management from the skin camera via the smartphone 3 is performed.
  • the image data sent to the server 5 has the same number of pixels (resolution) and does not require the image quality conversion process as described above.
  • the image conversion process described above may be performed so that the number of pixels is the same in the data.
  • the data management server 5 may be provided with the image quality conversion means 5s, or the smartphone 3 may be provided with the image quality conversion means 3f.
  • data is preferably encrypted.
  • the data input from the client has, for example, a function as a web server capable of publishing a website on the Internet 4 on the server side, and the client has a function as a web browser capable of displaying the website. It may be possible to input data on a web page of a website.
  • SSL encryption or TLS encryption can be suitably used as the encryption at the time of data input.
  • Skin condition measuring device skin condition measuring means
  • Smartphone portable terminal, cosmetic identification information input means, history display means, unregistered cosmetic identification information input means, temporary registration means, simultaneous comparison means
  • Internet Internet (network)
  • Data management server skin condition analysis means, history output means, unregistered determination means, contact support means, user extraction means, rank extraction means, rank transmission means, registration permission means
  • 5b Skin history database skin history database (analysis result storage means) 5d used cosmetics history database (used cosmetics specific information storage means) 5e Detailed diagnosis result database (analysis result storage means) 5o Care chart database (use cosmetics specific information storage means) 5p registered cosmetics database (registered cosmetic storage means) 5q Cosmetic manufacturer management database (cosmetic manufacturer contact information storage means) 6 Contractor client 51 User data database 52 Measurement data database 53 Data analysis database 61 Cosmetic company A server (skin condition analysis means), Cosmetic company B server (skin condition analysis means)

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PCT/JP2013/053763 2012-02-15 2013-02-15 Système de gestion d'informations d'analyse de mesure d'état de la peau, et procédé de gestion d'informations d'analyse de mesure d'état de la peau Ceased WO2013122233A1 (fr)

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KR1020147018928A KR101611330B1 (ko) 2012-02-15 2013-02-15 피부 상태 측정 분석 정보 관리 시스템 및 피부 상태 측정 분석 정보 관리 방법
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US14/379,086 US9779167B2 (en) 2012-02-15 2013-02-15 Management system for skin condition measurement analysis information and management method for skin condition measurement analysis information
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